請用此 Handle URI 來引用此文件:
http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/99104完整後設資料紀錄
| DC 欄位 | 值 | 語言 |
|---|---|---|
| dc.contributor.advisor | 陳忠仁 | zh_TW |
| dc.contributor.advisor | Chung-Jen Chen | en |
| dc.contributor.author | 張秉浩 | zh_TW |
| dc.contributor.author | Ping-Hao Chang | en |
| dc.date.accessioned | 2025-08-21T16:24:11Z | - |
| dc.date.available | 2025-08-22 | - |
| dc.date.copyright | 2025-08-21 | - |
| dc.date.issued | 2025 | - |
| dc.date.submitted | 2025-07-16 | - |
| dc.identifier.citation | 7T. (2024). 7T AI: Empowering Your Business for Success. Retrieved October 6 from https://7t.co/accelerate-growth/ai-and-machine-learning/
36Kr. (2023, April 30). HuggingGPT爆紅,Hugging Face又是什麼?它正在拆掉OpenAI的圍牆,要當AI界的Github. 電腦王. https://www.techbang.com/posts/105484-hugginggpt-is-on-fire-what-is-hugging-face-hugging-face-a-2 木村雅秀. (2012, June 8). ルネサスとTSMCが提携、マイコンの生産委託が加速へ. 日経エレクトロニクス. https://xtech.nikkei.com/dm/article/HONSHI/20120607/221938/ 王郁倫, & 陳昱翔. (2024, January 24). 傳和碩獨拿 AI Pin 代工大單 公司:期望有豐碩的下半年. 經濟日報. https://money.udn.com/money/story/5612/7729459 古康權. (2022). 車用半導體廠商的動態競爭與創新策略—以英飛凌與意法半導體為例 [個案分析, 國立政治大學]. 史欽泰, 陳添枝, & 吳淑敏. (2025). 從邊緣到核心: 台灣半導體如何成為世界的心臟. 遠見天下文化出版股份有限公司. 江仁傑. (2024a, October 31). 車載業務佳難敵中國需求放緩拖累 瑞薩2024年表現黯淡. DIGITIMES. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?CnlID=1&id=706369&query=Renesas 江仁傑. (2024b, January 8). 非AI晶片市況低迷 瑞薩連二年裁員、停止加薪. Digitimes. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?CnlID=1&id=711847 江仁傑. (2024c, October 16). 瑞薩MCU居市佔龍頭 領先幅度漸縮面臨考驗. DIGITIMES. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?CnlID=1&id=704420&query=Renesas 江仁傑. (2025a, February 6). 工廠自動化與工具機需求低迷 瑞薩2024營益年減43%. DIGITIMES. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?CnlID=1&id=713667 江仁傑. (2025b, June 2). 中國競爭攻勢難擋 瑞薩放棄量產SiC功率半導體. Digitimes. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?CnlID=1&id=723488&query=Renesas 江仁傑. (2025c, February 26). 日本ASRA聯盟研發車用SoC 獲官方追加大額補貼. Digitimes. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?cnlid=1&cat=220&cat1=&id=0000715365_LVS2ANY47RX16U43LMFZB&ct=y 江達威. (2023). 100張圖搞懂AI人工智慧產業鏈:讓你全面了解AI的技術及運用,無論投資、職場都能領先群倫! (方宗廉, Ed.). 台灣廣廈有聲圖書有限公司. 何汶. (2024, August 27). EV、BEV、PHEV代表什麼?純電車、油電混合車有何不同?電動車名詞一次看懂. 數位時代. https://www.bnext.com.tw/article/72853/ev-bev-hev-phev-erev-fcev 作⽥久男. (2013). ルネサスを変革する. https://www.renesas.com/ja/document/ppt/fy201403-q2-financial-results-presentation-material-reforming-renesas?srsltid=AfmBOor4DWAvCHj0XycKBowDABud3aultMXGJlW8V8liZPY6i9ZnP-P7 吳宜臻. (2022). 研華物聯網商機下的經營與轉型 [個案分析, 國立臺灣大學]. 臺灣博碩士論文知識加值系統. 台北市. https://hdl.handle.net/11296/kuf8zb 吳康瑋. (2024, July 3). 全球晶片產業掀起 FOPLP 技術發展潮流 研調:最快2027-2028量產. 經濟日報. https://money.udn.com/money/story/5612/8070857 吳詠文. (2020). 企業併購案例分析:Renesas併購IDT [個案分析, 國立政治大學]. 臺灣博碩士論文知識加值系統. 台北市. https://hdl.handle.net/11296/qwgfp7 吳漢章. (2024, September 11). AI發展下,台灣算力資源與需求分析. 37th MIC FORUM Fall, Taipei, Taiwan. 季平. (2024, March 26). IPC的8個趨勢與5個挑戰. CTIMES. https://www.ctimes.com.tw/DispArt/tw/IPC/2403262311E9.shtml 林宏文. (2023). 晶片島上的光芒. 早安財經文化. 林佳楠. (2025a, May 28). 軟體大廠年會相繼落幕 AI代理、系統互通性受矚. Digitimes. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?id=0000723138_43F0ODJY4UXO867M0A24A&packageid=69560&cnlid=1&cat=60&wpidx=6 林佳楠. (2025b, May 21). 微軟提開放AI代理網路 三大業者同框、AI PC還有戲. Digitimes. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?id=0000722505_1HR42VRU1984P14ZQEMK5&packageid=69560&cnlid=1&cat=60&wpidx=6 林宸薇. (2023). 智慧製造解決方案比較分析 ‒ 以研華與台達為例 [個案分析, 國立臺灣大學]. 臺灣博碩士論文知識加值系統. 台北市. https://hdl.handle.net/11296/6tq23b 長内厚. (2024). 半導体逆転戦略 日本復活に必要な経営を問う. 日本経済新聞出版. 阿財科技分享. (2024, May 5). Nvidia vs 高通-車用晶片上終須一戰. https://vocus.cc/article/6634fd0cfd897800012ca80e 姚如宣. (2023). 半導體IDM公司跨國併購競爭策略分析-以Renesas、Infineon為例 [個案分析, 國立臺灣大學]. 臺灣博碩士論文知識加值系統. 台北市. https://hdl.handle.net/11296/u8beuc 范仁志. (2018, March 29). 瑞薩轉型Fabless 28奈米RCar全數台積電代工. Digitimes. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?id=0000528149_AC32YDFU3SKVSLLUHY9CL 范雅婷. (2009). 工業電腦多角化策略之研究—以研華公司為例 [個案分析, 國立政治大學]. 臺灣博碩士論文知識加值系統. 台北市. https://hdl.handle.net/11296/54sg9w 翁毓嵐. (2023, April 9). AI伺服器商機靚 4檔ODM廠沾光. 工商時報. https://www.ctee.com.tw/news/20230409700116-430502 張品萱. (2025a, February 6). 川普關稅大棒在即 工、車用晶片三大廠繃緊神經. DIGITIMES. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?CnlID=1&id=713578 張品萱. (2025b, February 6). 因應市場逆風 NXP全球裁員5%. DIGITIMES. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?CnlID=1&id=713708 張品萱. (2025c, February 5). 英飛凌靠AI殺出重圍 上調財測、示警關稅不確定性. DIGITIMES. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?CnlID=1&id=713555 張品萱. (2025d, May 21). AI打造「去中心化」新型態搜尋 微軟CTO:開放MCP是關鍵. Digitimes. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?id=0000722518_S1260U3C035XS79OY8O3G&packageid=69560&cnlid=1&cat=60&wpidx=6 張馨文. (2022). IoT製造業組織關鍵活動的變革管理 —以研華公司為例 [個案分析, 國立政治大學]. 臺灣博碩士論文知識加值系統. 台北市. https://hdl.handle.net/11296/445buu 梁燕蕙. (2024, December 26). 歐洲半導體三巨頭加碼中國 從進口晶片轉變「中國製造」. DIGITIMES. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?CnlID=1&id=710030&query=%E6%84%8F%E6%B3%95%E5%8D%8A%E5%B0%8E%E9%AB%94 許小婷. (2017). 車用電子產業分析 [學術論文, 國立臺灣大學]. 臺灣博碩士論文知識加值系統. 台北市. https://hdl.handle.net/11296/w3862e 連明仁. (2022). 在 AIoT 趨勢下, 商業效益之提升—以 A 公司為例 [個案分析, 國立臺灣大學]. 陳忠仁. (2019). 策略管理. 華泰文化事業. 陳柏宇. (2018). 人工智慧的浪潮如何影響台灣晶片設計公司 [學術論文, 國立臺灣大學]. 臺灣博碩士論文知識加值系統. 台北市. https://hdl.handle.net/11296/b8fy7y 陳慧芬. (2023). 意法半導體製造業務布局 多產地製造,全盤掌控供應鏈. COMPOTECH Asia. https://www.compotechasia.com/a/tactic/2023/0518/54364.html 彭慧明. (2024, September 5). 新創 Profet AI 解決方案 助緯穎、邁特提升營運效率. 經濟日報. https://money.udn.com/money/story/5612/8209683 菊地正典. (2023). 半導体産業のすべて 世界の先端企業から日本メーカーの展望まで. ダイヤモンド社. 黃女瑛. (2025, June 2). 8吋SiC難展拳腳 誰偷走了Wolfspeed的牛肉?. Digitimes. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?id=723375 黃欽勇. (2024). 決勝矽紀元:新亞洲供應鏈崛起,半導體八強國際新賽局與臺灣的不對稱關鍵優勢. 天下雜誌股份有限公司. 黃欽勇. (2025). 天選・矽島:川普風暴下的科技島. 竹科廣播股份有限公司. 黃欽勇, & 黃逸平. (2022). 矽島的危與機:半導體與地緣政治. 國立陽明交通大學出版社. 黃敬雯. (2024). 輝達之平台策略與生態系競爭策略分析 [個案分析, 國立臺灣大學]. http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/92914 楊可歆. (2024, September 11). AI賦能,半導體晶片技術與產業變革. 37th MIC FORUM Fall, Taipei, Taiwan. 楊智家. (2024a, November 20). 車用晶片需求疲弱 歐洲IDM大廠感受深. DIGITIMES. https://www.digitimes.com.tw/TECH/DT/N/SHWNWS.ASP?UTM_SOURCE=DAILYNEWS&UTM_MEDIUM=EMAIL&UTM_CAMPAIGN=DT_UTM&ID=707609&CT=A 楊智家. (2024b, November 5). 車用晶片需求緩、宏觀經濟疲 恩智浦4Q24下修獲利. DIGITIMES. https://www.digitimes.com.tw/TECH/DT/N/shwnws.asp?CnlID=&cat=90&id=0000706725_59A8N1B71VNZ086G5707T&PACKAGEID=62200 楊智家. (2024c, November 13). 終端市場不見成長動力 英飛凌估2025年將衰退. DIGITIMES. https://www.digitimes.com.tw/TECH/DT/N/shwnws.asp?CnlID=&cat=90&id=0000707491_5MD32R8DLTI70F0B3QDDM&PACKAGEID=62200 葉子郁. (2024). 乘風破浪、積極佈局—臺灣電子代工廠商的經營發展策略分析:以緯創為例 [Case Study, 國立臺灣大學]. http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/92799 歐敏銓. (2025, May 29). 看見AI爆發下的能源與生態危機!. https://makerpro.cc/will-the-ai-boom-fuel-a-global-energy-crisis/ 潘建光. (2024, September 11). AI驅動-半導體產業再造科技生態系. 37th MIC FORUM Fall, Taipei, Taiwan. 蔡宗達. (2018). 汽車電子產業發展趨勢及競爭策略之研究 國立臺北科技大學]. 臺灣博碩士論文知識加值系統. 台北市. https://hdl.handle.net/11296/vp65c8 蔡靜珊. (2024, November 6). 車用晶片需求疲軟 Microchip看壞2024年末營收. DIGITIMES. https://www.digitimes.com.tw/TECH/DT/N/shwnws.asp?CnlID=&cat=90&id=0000706842_1QL9O0AP34OINT3845H37&PACKAGEID=62200 蔡靜珊. (2025, February 3). 意法2024年表現令人失望 長期需求疲軟傳考慮裁員3千人. Digitimes. https://www.digitimes.com.tw/tech/dt/n/shwnws.asp?CnlID=1&id=713370&query=%E6%84%8F%E6%B3%95%E5%8D%8A%E5%B0%8E%E9%AB%94 鄭傑鴻. (2023). 半導體整合元件製造廠之經營與發展策略分析:以德州儀器為例 [個案分析, 國立臺灣大學]. https://hdl.handle.net/11296/tgr7a3 謝志峰, & 陳大明. (2019). 一本書看懂晶片產業. 上海科學技術出版社. 魏瑋慶. (2024). 半導體通路商國際化策略佈局-以W公司為例 [個案分析, 國立臺灣大學]. 臺灣博碩士論文知識加值系統. 台北市. https://hdl.handle.net/11296/3yw9xd 證券櫃檯買賣中心. 人工智慧產業鏈簡介. 臺灣證券交易所. Retrieved September 29 from https://ic.tpex.org.tw/introduce.php?ic=5300 證券櫃檯買賣中心. 電腦及週邊設備產業鏈簡介. 臺灣證券交易所. Retrieved September 29 from https://ic.tpex.org.tw/introduce.php?ic=F000 權順鎔. (2021). 반도체, 넥스트 시나리오:미래는 어떤 모습으로 다가오는가. Achiam, J., Adler, S., Agarwal, S., Ahmad, L., Akkaya, I., Aleman, F. L., Almeida, D., Altenschmidt, J., Altman, S., & Anadkat, S. (2023). Gpt-4 technical report. arXiv preprint arXiv:2303.08774. ACL. (2024, January 19). Top Semiconductor Trends in 2024: A Look into the Future. https://www.acldigital.com/blogs/top-semiconductor-trends-2024-look-future Advantech. (2023, May 15). Advantech & Hailo Partnership To Provide Scalable, Power-Efficient Edge AI Solutions https://www.advantech.com/en/resources/news/advantech--hailo-partnership-to-provide-scalable-power-efficient-edge-ai-solutions Advantech. (2024a). Advantech Co., Ltd. 2023 Annual Report. https://advcloudfiles.advantech.com/investor/Shareholder-Annual-Report/113/1-en.pdf Advantech. (2024b, September 25). Advantech Launches AIR-310: Scalable AI Inference in a Compact, Ultra-Low-Profile Design https://www.advantech.com/en/resources/news/advantech-launches-air-310-scalable-ai-inference-in-a-compact-ultra-low-profile-design Agomuoh, F. (2023, November 3). The ‘AI PC’ is coming for you, whether you like it or not. DigitalTrends. https://www.digitaltrends.com/computing/how-lenovo-and-amd-define-the-ai-pc/ Ahmed, M. (2024, September 15). 15 AI Trends of 2024. Insider Monkey. https://finance.yahoo.com/news/15-ai-trends-2024-225207945.html?guccounter=1 Aho, V. A., Lam, M. S., & Ullman, J. D. (2007). Compilers principles, techniques & tools. pearson Education. AI Acceleration With AMD Radeon™. AMD. Retrieved September 21 from https://www.amd.com/en/products/graphics/radeon-ai.html AI Hardware. (2024, June 25, 2024). DeepGram. Retrieved September 21 from https://deepgram.com/ai-glossary/ai-hardware AIZip. Retrieved October 11 from https://aizip.ai/ AIZip. (2024, July 23). Aizip Teams Up with Renesas to Demonstrate First-of-Its-Kind Ultra-Efficient Small Language Models (SLMs) and AI Agents for On-Device Arm-based Applications https://aizip.ai/aizip-teams-up-with-renesas-to-demonstrate-first-of-its-kind-ultra-efficient-small-language-models-slms-and-ai-agents-for-on-device-arm-based-applications/ akida Technology Foundations. Brainchip. Retrieved September 22 from https://brainchip.com/akida-foundations/ Alammar, J. (2018). The illustrated transformer. The Illustrated Transformer–Jay Alammar–Visualizing Machine Learning One Concept at a Time, 27, 1-2. Allexandre, C. (2023). Global Sales & Marketing Strategy. https://www.renesas.com/us/en/document/ppt/global-sales-marketing-strategy-2023-capital-market-day?ir_ts=1710351094329&r=1320481 Allexandre, C. (2025). Power (Renesas Capital Market Day 2025, Issue. https://www.renesas.com/en/document/ppt/power-2025-capital-market-day?r=1320481 Alsop, T. (2024a, June 20). AI chips - statistics & facts. Statista. Retrieved October 2 from https://www.statista.com/topics/6153/artificial-intelligence-ai-chips/#topicOverview Alsop, T. (2024b, May 22). Personal computer (PC) vendor shipment share worldwide from 2006 to 2023. Retrieved October 3 from https://www.statista.com/statistics/267018/global-market-share-held-by-pc-vendors/ Amazon Unveils New AWS-Designed Chips, Boosting Orders for TSMC and ALCHIP. (2023, November 30). Trendforce. https://www.trendforce.com/news/2023/11/30/news-amazon-unveils-new-aws-designed-chips-boosting-orders-for-tsmc-and-alchip/ AMD. (2020, March 23, 2020). Vitis AI Development Kit. Retrieved September 16 from https://docs.amd.com/r/1.1-English/ug1414-vitis-ai/Vitis-AI-Development-Kit Amidi, A. (2025). Super study guide : transformers & large language models (First edition ed.). Andes. (2023, May 15). Andes Technology Announces the New Product Line, AndesAIRE™, Ultimately Efficient AI/ML Solutions for Edge and End-Point Inference https://www.andestech.com/en/2023/05/15/andes-technology-announces-the-new-product-line-andesaire-ultimately-efficient-ai-ml-solutions-for-edge-and-end-point-inference/ Andresen, S. L. (2002). John McCarthy: father of AI. IEEE Intelligent Systems, 17(5), 84-85. Anthropic. (2024, June 21). Claude 3.5 Sonnet https://www.anthropic.com/news/claude-3-5-sonnet Apache TVM. Apache Foundation. Retrieved September 11 from https://tvm.apache.org/ Appen. Data Annotation Services for AI and ML Models. Retrieved October 5 from https://www.appen.com/ai-data/data-annotation April McClean Report 2024. (2024). https://www.techinsights.com/zh-tw/node/57312 Artificial Intelligence - Worldwide. (2024). Statista. Retrieved October 2 from https://www.statista.com/outlook/tmo/artificial-intelligence/worldwide Artificial Intelligence Definitions. (2020). https://hai.stanford.edu/sites/default/files/2020-09/AI-Definitions-HAI.pdf Ashton, K. (2009). That ‘internet of things’ thing. RFID journal, 22(7), 97-114. ASML. (2025). Semiconductor market revenue worldwide from 2020 to 2030, by end market (in billion U.S. dollars) [Graph]. https://www.statista.com/statistics/498265/cagr-main-semiconductor-target-markets/ ASUS. (2024, July 22). What Is an AI PC? AI PC Explained - Meet the ASUS AI Laptops. https://www.asus.com/content/what-is-an-ai-pc-ai-pc-explained-meet-the-asus-ai-laptops/ Attar, R. (2023, November 13). Introducing Qualcomm Cloud AI 100 Ultra https://www.qualcomm.com/news/onq/2023/11/introducing-qualcomm-cloud-ai-100-ultra Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of management, 17(1), 99-120. BasilCars. (2025). What does OEM Mean for cars? Retrieved January 5 from https://www.basilcars.com/parts/parts-tips/what-does-oem-mean/ Beckhoff. (2024). TF3810 | TwinCAT 3 Neural Network Inference Engine. Retrieved October 5 from https://www.beckhoff.com/en-us/products/automation/twincat/tfxxxx-twincat-3-functions/tf3xxx-measurement/tf3810.html Bhan, V. (2024). High Performance Computing. Renesas. https://www.renesas.com/us/en/document/ppt/high-performance-computing-2024-capital-market-day?ir_ts=1720799660932&r=1320481 Bhan, V. (2025). High Performance Computing (Renesas Capital Market Day 2025, Issue. https://www.renesas.com/en/document/ppt/high-performance-computing-2025-capital-market-day?r=1320481 Boden, M. A. (2018). Artificial intelligence: A very short introduction. Oxford University Press. Boesch, G. (2023, December 1). Edge Intelligence: Edge Computing and ML (2024 Guide). https://viso.ai/edge-ai/edge-intelligence-deep-learning-with-edge-computing/ Bommasani, R., Hudson, D. A., Adeli, E., Altman, R., Arora, S., von Arx, S., Bernstein, M. S., Bohg, J., Bosselut, A., & Brunskill, E. (2021). On the opportunities and risks of foundation models. arXiv preprint arXiv:2108.07258. Brock, J. L. (2017). Introduction to Logic Circuits & Logic Design with VHDL. Spinger. Burr, J. (2023, January 19). 9 ways we use AI in our products. https://blog.google/technology/ai/9-ways-we-use-ai-in-our-products/ Cake. (2025, January 2). 電子業 OEM、ODM、OBM、EMS 有什麼差別?工作內容一次搞懂!. https://www.cake.me/resources/oem-odm-obm-ems?locale=zh-TW Carlos Rodriguez, B. R. (2022). Enabling a low cost, low power, reliable and accurate solution with Renesas. tinyML Talks, Carusone, T. C., Johns, D., & Martin, K. (2011). Analog integrated circuit design. John wiley & sons. Cerebras Systems Unveils World’s Fastest AI Chip with Whopping 4 Trillion Transistors. (2024, March 11). https://cerebras.ai/press-release/cerebras-announces-third-generation-wafer-scale-engine Ceva-SensPro™ - Vision AI DSP. CEVA. Retrieved September 21 from https://www.ceva-ip.com/product/ceva-senspro/ Chakraborty, P. (2024, November 20). AI-driven growth: $1 trillion and beyond; Who, along with TSMC, Nvidia? https://pradeepstechpoints.wordpress.com/2024/11/20/ai-driven-growth-1-trillion-and-beyond-who-along-with-tsmc-nvidia/ Chandler, A. (2024, April 8). Microchip Technology Expands Partnership with TSMC to Strengthen Semiconductor Manufacturing Capacity https://www.microchip.com/en-us/about/news-releases/corporate/microchip-technology-expands-partnership-with-tsmc-to-strengthen Chen, K. (2024, July 19). 中國車廠靠非車規晶片偷料?搶在 2025 新政實施前快跑. 科技新報. https://technews.tw/2024/07/19/china-ev-maker-use-non-vehicle-chips/ Chen, T., Moreau, T., Jiang, Z., Zheng, L., Yan, E., Shen, H., Cowan, M., Wang, L., Hu, Y., & Ceze, L. (2018). TVM: An automated End-to-End optimizing compiler for deep learning. 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18), Childres, J. (2024, August 6). Take an In-Depth Look at the Latest Next-Gen HP AI PCs. https://www.hp.com/us-en/shop/tech-takes/next-gen-hp-ai-pcs-review#:~:text=HP%E2%80%99s%20advanced%20AI%20features%20are%20available%20in%20several,that%20streamline%20work%2C%20personal%20activities%2C%20and%20gaming%20experiences.?msockid=13b765b9bac36bdb3a1371f2bb576ab6 Chu, T., KRISHNAN, A., LeBlanc, J., Alsheik, S., Chen, C., Kurniawan, M., & NANDANAMPATI, K. (2022). Harnessing the power of the semiconductor value chain. https://www.accenture.com/ma-en/insights/high-tech/semi-value-chain Chuang, A. (2025, June 3). 推助車用MCU演化 創新記憶體技術不可或缺. EE Times. https://www.eettaiwan.com/20250603nt11-new-memory-technologies-drive-the-evolution-of-automotive-mcu/?fbclid=IwY2xjawKsuJRleHRuA2FlbQIxMQBicmlkETFUMGo1T3RYYzRKTmhxSzAzAR6ojimsuweatf4hhPLh-LmkcOEa-D64Se9Xi1QcPQDmpSRJZa4l8a3EYKLoyA_aem_A86Dxr7WtT2S5FtIdfkMCw Cloud Tensor Processing Units (TPUs). (2024). Google. Retrieved August 31 from https://cloud.google.com/tpu?hl=en CMSIS NN Software Library. Arm. Retrieved September 19 from https://arm-software.github.io/CMSIS-NN/latest/ Codiste - An AI and Blockchain Development Company. Retrieved October 5 from https://www.codiste.com/ Cognizant. (2024). AI business accelerators for operations. Retrieved October 6 from https://www.cognizant.com/us/en/services/business-process-services/ai-business-accelerators CompaniesMarketCap. (2025a). Market capitalization of Infineon (IFX.DE). Retrieved June 29 from https://companiesmarketcap.com/infineon/marketcap/ CompaniesMarketCap. (2025b). Market capitalization of NXP Semiconductors (NXPI). Retrieved June 29 from https://companiesmarketcap.com/nxp-semiconductors/marketcap/ CompaniesMarketCap. (2025c). Market capitalization of Renesas Electronics (6723.T). Retrieved June 29 from https://companiesmarketcap.com/renesas-electronics/marketcap/ CompaniesMarketCap. (2025d). Market capitalization of STMicroelectronics (STM). Retrieved June 29 from https://companiesmarketcap.com/stmicroelectronics/marketcap/ Continental. (2025). Smart Cockpit High-Performance Computer. Retrieved June 30, 2025 from https://www.continental-automotive.com/en/solutions/server-zone-architecture/high-performance-computers/smart-cockpit-high-performance-computer.html Cruz, M. D. L., Carreon, M., Wu, A., & Guo, A. (2024, August 20). IDC: Automotive Semiconductor Market Poised for $88 Billion by 2027 as Top 5 Vendors Dominate https://www.idc.com/getdoc.jsp?containerId=prCHE52531624 Custom Smart IoT ML Sensor Algorithms with SensiML Knowledge Packs. Retrieved October 11 from https://sensiml.com/ Cyphers, S., Bansal, A. K., Bhiwandiwalla, A., Bobba, J., Brookhart, M., Chakraborty, A., Constable, W., Convey, C., Cook, L., & Kanawi, O. (2018). Intel ngraph: An intermediate representation, compiler, and executor for deep learning. arXiv preprint arXiv:1801.08058. DataBridge. (2024a). Global Industrial Personal Computer (PC) Market – Industry Trends and Forecast to 2031. https://www.databridgemarketresearch.com/reports/global-industrial-pc-market DataBridge. (2024b). Global Industrial Semiconductors Market – Industry Trends and Forecast to 2031. https://www.databridgemarketresearch.com/reports/global-industrial-semiconductors-market Dauner, M., & Socher, G. (2025). Energy costs of communicating with AI. Frontiers in Communication, Volume 10 - 2025. https://www.frontiersin.org/journals/communication/articles/10.3389/fcomm.2025.1572947/full Dean, J., & Monga, R. (2015, November 15). TensorFlow - Google’s latest machine learning system, open sourced for everyone https://opensource.googleblog.com/2015/11/tensorflow-googles-latest-machine.html Dell PowerEdge servers. Retrieved October 5 from https://infohub.delltechnologies.com/en-us/l/generative-ai-in-the-enterprise/dell-poweredge-servers-10/ Desai, P. (September 21). Why a DSP is Indispensable in the New World of AI. https://www.cadence.com/en_US/home/resources/white-papers/why-a-dsp-is-indispensable-in-the-new-world-of-ai-wp.html Diamond, L., Ellis, J. O., & Schell, O. (2023). Silicon Triangle: The United States, Taiwan, China, and Global Semiconductor Security. Hoover Press. Dilmegani, C. (2024, September 14). Top 20 AI Chip Makers of 2024: NVIDIA’s Upcoming Competitors. https://research.aimultiple.com/ai-chip-makers/ Dini, P., Diana, L., Elhanashi, A., & Saponara, S. (2024). Overview of AI-Models and Tools in Embedded IIoT Applications. Electronics, 13(12), 2322. Edwards, N. (2023, September 21). Microsoft's unified Copilot is coming to Windows, Edge, and everywhere else. The Verge. https://www.theverge.com/2023/9/21/23883798/microsoft-copilot-unified-windows-11-apps-launch-date Emer, J., Sze, V., Chen, Y.-H., & Yang, T.-J. (2019). Tutorial on Hardware Accelerators for Deep Neural Networks. International Symposium on Computer Architecture, Phoenix, Arizona, US. Expedera - Neural Network Accelerator IP Customized for Your Application. Expedera. Retrieved September 30 from https://www.expedera.com/about-us/ Flaherty, N. (2022, December 2). Renesas tapes out spiking neural network chip. EENews Europe. https://www.eenewseurope.com/en/renesas-tapes-out-spiking-neural-network-chip/ Flaherty, N. (2025, February 11). NXP taps Kinara to be the ‘CUDA of automotive AI‘. eeNews Automotive. https://www.eenewseurope.com/en/nxp-taps-kinara-to-be-the-cuda-of-automotive-ai/ Flamis, G. (2023). Seamless tinyML Develoment and Deployment of AIoT. tinyML Asia, Galabov, V., Sukumaran, M., & Lewis, A. (2023, December 6). Server market will be worth $195.6 billion in 2027 according to Omdia’s Data Center Server Tracker. https://omdia.tech.informa.com/blogs/2023/dec/server-market-will-be-worth-1956-billion-in-2027-according-to-omdias-data-center-server-tracker Garcia-Perez, A., Miñón, R., Torre-Bastida, A. I., & Zulueta-Guerrero, E. (2023). Analysing edge computing devices for the deployment of embedded AI. Sensors, 23(23), 9495. Global semiconductor manufacturer rankings: who is the big winner? (2024). https://news.futunn.com/en/post/41149420/global-semiconductor-manufacturer-rankings-who-is-the-big-winner?level=1&data_ticket=1723370523299582 GlobalGrowthInsights. (2024). Embedded Processors Market Size (USD 31425.8 M) by 2032 By Types (Microprocessor, Microcontrollers, Digital Signal Processor, Embedded FPGA, Others), By Applications Covered (Consumer Electronics, Medical, Automotive, Metering Device, Building Automation, Industrial Automation, IoT, Secure Access, Sensors, Lighting) and Regional Forecast to 2032. https://www.globalgrowthinsights.com/market-reports/embedded-processors-market-101337 GMI. (2024). Automotive Semiconductor Market Size - By Component (Processor, Analog IC, Power Discrete, Sensor, Memory), By Vehicle Type (Passenger Car, Light Commercial Vehicle, Heavy Commercial Vehicle), By Propulsion Type, By Application & Forecast, 2024-2032. https://www.gminsights.com/industry-analysis/automotive-semiconductor-market Gonugondla, S. K., Kang, M., & Shanbhag, N. (2018). A 42pJ/decision 3.12 TOPS/W robust in-memory machine learning classifier with on-chip training. 2018 IEEE International Solid-State Circuits Conference-(ISSCC), Goyal, S. (2024, July 30). Exploring Azure AI Services : Introduction and its use cases. https://techcommunity.microsoft.com/t5/educator-developer-blog/exploring-azure-ai-services-introduction-and-its-use-cases/ba-p/4118978 Gwennap, L. (2020a). Groq rocks neural networks. Microprocessor Report, Tech. Rep., jan. Gwennap, L. (2020b). Tenstorrent scales ai performance. URL https://www. linleygroup. com/mpr/article. php. Hailo. (2021, December 16). Leading Edge AI Chipmaker Hailo Partners with NXP to Launch High-Performance, Scalable, AI Solutions for the Automotive Industry https://www.prnewswire.com/news-releases/leading-edge-ai-chipmaker-hailo-partners-with-nxp-to-launch-high-performance-scalable-ai-solutions-for-the-automotive-industry-301446230.html Hamel, G., & Prahalad, C. K. (1990). The core competence of the corporation. Harvard business review, 68(3), 79-91. Henderson, B. (1970). The Product Portfolio. https://www.bcg.com/publications/1970/strategy-the-product-portfolio (The Boston Consulting Group) HITACHI. (2009, September 16). NECエレクトロニクス株式会社と株式会社ルネサス テクノロジの統合基本契約締結について https://www.hitachi.co.jp/New/cnews/month/2009/09/f_0916d.pdf Hon Hai Technology Group (Foxconn) Showcases AI Solutions for Servers, EV Driving at NVIDIA GTC. (2024, March 19). https://www.foxconn.com/en-us/press-center/press-releases/latest-news/1302 HPE. (2023). HPE ProLiant Gen11 AI optimized solutions. In. Huang, E. (2023, June 28). Taiwan’s Invisible AI Champions Outside of NVIDIA. CommonWealth Magazine, 776. https://english.cw.com.tw/article/article.action?id=3453 Huang, Y.-L. (2012). Advanced Embedded Operating System. National Chiao Tung University. imagevision. Retrieved September 26 from https://imagevision.ai/ imagimob. (2025). Imagimob – An Infineon Technologies Company. Retrieved July 1 from https://www.imagimob.com/infineon Imagimob makes it easy for you to use machine learning in your edge devices. (2024). Retrieved October 11 from https://www.imagimob.com/ Infineon. (2016, October 11). Infineon strengthens leading position in automated driving through acquisition of Innoluce BV https://www.infineon.com/cms/en/about-infineon/press/press-releases/2016/INFATV201610-002.html Infineon. (2019). Annual Report 2019. https://www.infineon.com/dgdl/Infineon+Annual+Report+2019.pdf?fileId=5546d4616e8d476e016e9958480f0029 Infineon. (2020a). Annual Report 2020. https://www.infineon.com/dgdl/Infineon+Annual+Report+2020.pdf?fileId=5546d46175b876680175e6dd0540001e Infineon. (2020b, April 16). Infineon Technologies AG completes acquisition of Cypress Semiconductor Corporation https://www.infineon.com/cms/en/about-infineon/press/press-releases/2020/INFXX202004-049.html Infineon. (2021). Annual Report 2021. https://www.infineon.com/dgdl/Infineon+Annual+Report+2021.pdf?fileId=8ac78c8b7d507352017d622b5bfb0161 Infineon. (2022). Annual Report 2022. https://www.infineon.com/dgdl/Infineon+Annual+Report+2022.pdf?fileId=8ac78c8b84a33cb40184b95423b40012 Infineon. (2023a). Annual Report 2023. https://www.infineon.com/dgdl/Infineon+Annual+Report+2023.pdf?fileId=8ac78c8b8b657de2018bfceb193d00a8 Infineon. (2023b, May 16). Infineon acquires Tiny Machine Learning leader Imagimob to strengthen its offering in embedded AI solutions https://www.infineon.com/cms/en/about-infineon/press/press-releases/2023/INFXX202305-110.html Infineon. (2023c, October 24). Infineon completes acquisition of GaN Systems, becoming a leading GaN power house https://www.infineon.com/cms/en/about-infineon/press/press-releases/2023/INFXX202310-014.html Infineon. (2024a). Annual Report 2024. https://www.infineon.com/dgdl/Infineon+Annual+Report+2024.pdf?fileId=8ac78c8b92bced620193694bfb970095 Infineon. (2024b, April 8). Infineon and Amkor deepen partnership and strengthen European supply chain for semiconductor solutions https://www.infineon.com/cms/en/about-infineon/press/press-releases/2024/INFXX202404-087.html Infineon. (2024c, April 4). Infineon announces next-generation PSOC™ Edge portfolio featuring powerful AI capabilities for IoT, consumer and industrial applications https://www.infineon.com/cms/en/about-infineon/press/market-news/2024/INFCSS202404-086.html Infineon. (2024d, July 16). Innovative smart cockpit offering from Infineon and MediaTek enable cost efficient infotainment solutions for smart mobility https://www.infineon.com/cms/en/about-infineon/press/market-news/2024/INFATV202407-024.html Infineon. (2025a). Applications. Retrieved February 13 from https://www.infineon.com/cms/en/applications/ Infineon. (2025b). AURIX™ Development Studio. Retrieved July 1 from https://www.infineon.com/cms/en/product/promopages/aurix-development-studio/ Infineon. (2025c). Clocks and timing solutions. Infineon. Retrieved January 31 from https://www.infineon.com/cms/en/product/clocks-timing-solutions/ Infineon. (2025d). DEEPCRAFT™ Edge AI Solutions. Retrieved July 1 from https://www.infineon.com/cms/en/design-support/software/deepcraft-edge-ai-solutions/ Infineon. (2025e). DesignWare ARC MetaWare Toolkit for AURIX™ TC4x. Infineon. Retrieved January 31 from https://www.infineon.com/cms/en/tools/aurix-tools/Compilers/synopsys/ Infineon. (2025f). Infineon & you - driving the AI revolution. Retrieved January 31 from https://www.infineon.com/cms/en/product/promopages/artificial-intelligence/ Infineon. (2025g). Infineon Online Power Simulation Platform. Retrieved July 1 from https://www.infineon.com/cms/en/tools/landing/iposim-infineon-online-power-simulation-platform/ Infineon. (2025h). InfineonSpice Offline Simulation tool. Retrieved July 1 from https://www.infineon.com/cms/en/design-support/simulation-modeling/infineonspice-offline-simulation-tool/ Infineon. (2025i). Isolation. Retrieved January 31 from https://www.infineon.com/cms/en/product/isolation/ Infineon. (2025j). Memories. Infineon. Retrieved January 31 from https://www.infineon.com/cms/en/product/memories/ Infineon. (2025k). Microcontroller. Infineon. Retrieved January 31 from https://www.infineon.com/cms/en/product/microcontroller/ Infineon. (2025l). ModusToolbox™ Software. Retrieved July 1 from https://www.infineon.com/cms/en/design-support/tools/sdk/modustoolbox-software/ Infineon. (2025m). Power. Infineon. Retrieved January 31 from https://www.infineon.com/cms/en/product/power/ Infineon. (2025n). Powering AI PSU solutions. Infineon. Retrieved January 31 from https://www.infineon.com/cms/en/product/promopages/AI-PSU/ Infineon. (2025o). Products. Retrieved January 31 from https://www.infineon.com/cms/en/product/ Infineon. (2025p). PSOC™ 6 Peripheral Driver Library (PDL) for PSOC™ Creator. Retrieved July 1 from https://www.infineon.com/cms/en/design-support/software/device-driver-libraries/psoc-6-peripheral-driver-library-pdl-for-psoc-creator/ Infineon. (2025q). PSOC™ Edge – The Next Generation of ML Enabled MCUs. Retrieved January 31 from https://www.infineon.com/cms/en/product/promopages/next-generation-mcu/ Infineon. (2025r). RF. Infineon. Retrieved January 31 from https://www.infineon.com/cms/en/product/rf/ Infineon. (2025s). Sensor technology. Infineon. Retrieved January 31 from https://www.infineon.com/cms/en/product/sensor/ Infineon. (2025t). Small signal transistors and diodes. Infineon. Retrieved January 31 from https://www.infineon.com/cms/en/product/small-signal-transistors-diodes/ Infineon. (2025u). Universal Serial Bus (USB). Retrieved January 31 from https://www.infineon.com/cms/en/product/universal-serial-bus/ Infineon. (2025v). Wireless Connectivity. Infineon. Retrieved January 31 from https://www.infineon.com/cms/en/product/wireless-connectivity/ Infineon. (2025w). XENSIV™ Magnetic Sensor Simulation Tools. Retrieved July 1 from https://www.infineon.com/cms/en/design-support/simulation-modeling/xensiv-magnetic-sensor-simulation-tool/?redirId=216635 Inkpen, A. (2020). The Global Semiconductor Industry. In (pp. 10): Harvard Business Review. Innodata. Retrieved October 6 from https://innodata.com/ insitro. Retrieved September 26 from https://www.insitro.com/ Inspur Launches 5 New AI Servers with NVIDIA A100 Tensor Core GPUs. (2020, May 24). https://insidehpc.com/2020/05/inspur-launches-5-new-ai-servers-with-nvidia-a100-tensor-core-gpus/ IRS. (2025, January 16, 2025). Yearly average currency exchange rates. Retrieved April 19 from https://www.irs.gov/individuals/international-taxpayers/yearly-average-currency-exchange-rates Ishiyama, A. (2003, April 1). Hitachi and Mitsubishi Combine to form Renesas Technology, the World's Largest Microcontroller Company! https://microcontroller.com/news/Renesas_tech.asp ITMedia. (2011, November 9). 車載用SoCの拡大を目指すルネサス、目標達成を阻む課題解決に全力. EDN Japan. https://edn.itmedia.co.jp/edn/articles/1111/09/news132.html Jaber, S., Soldatos, J., & Rao, R. (2024). 2024 Edge AI Technology Report. Wevolver. https://www.wevolver.com/article/2024-edge-ai-technology-report Jiang, A. Q., Sablayrolles, A., Mensch, A., Bamford, C., Chaplot, D. S., Casas, D. d. l., Bressand, F., Lengyel, G., Lample, G., & Saulnier, L. (2023). Mistral 7B. arXiv preprint arXiv:2310.06825. Jusuf, S. (2024). Simplifying AI Deployment from the Cloud to Edge and Endpoint. https://www.renesas.com/en/document/whp/simplifying-ai-deployment-cloud-edge-and-endpoint?r=1534966 Kallimani, R., Pai, K., Raghuwanshi, P., Iyer, S., & López, O. L. (2023). TinyML: Tools, applications, challenges, and future research directions. Multimedia Tools and Applications, 1-31. https://arxiv.org/abs/2303.13569 Keller, C., & Marold, R. (2023, January 17). Deglobalisation: what you need to know. https://www.weforum.org/stories/2023/01/deglobalisation-what-you-need-to-know-wef23/ Khanna, T., & Palepu, K. (1997). Why focused strategies may be wrong for emerging markets. Harvard business review, 75(4), 41-51. Khanna, T., & Palepu, K. (2004). Emerging giants: Building world-class companies in emerging markets. Harvard Business School, 3-25. Khoros. (2024, May 2). 7 rapid AI trends happening in 2024. https://khoros.com/blog/ai-trends Kim, D., Yu, C., Xie, S., Chen, Y., Kim, J.-Y., Kim, B., Kulkarni, J. P., & Kim, T. T.-H. (2022). An overview of processing-in-memory circuits for artificial intelligence and machine learning. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 12(2), 338-353. Kinara. (2023a, December 12). Announcing the Kinara Ara-2 Processor https://kinara.ai/announcing-the-kinara-ara-2-processor/ Kinara. (2023b, September 13). Kinara and NXP Collaborate to Provide Customers with Scalable AI Solutions Optimized for Deep Learning at the Edge https://kinara.ai/kinara-and-nxp-collaborate-to-provide-customers-with-scalable-ai-solutions-optimized-for-deep-learning-at-the-edge/ Kinara. (2024, August 8). Ara-2 Runs 7 Billion Parameter LLMs @ 12 Tokens/Sec https://kinara.ai/ara-2-runs-7-billion-parameter-llms-12-tokens-sec/ KKJ. (2025, June 30). AI GPU功耗無極限!未來十年內上看15,000W,養一座資料中心須搭配一座核電廠?. T客邦. https://www.techbang.com/posts/123781-ai-gpu-power-consumption-15000w-nuclear-power?fbclid=IwY2xjawLPH2ZleHRuA2FlbQIxMQBicmlkETFiTjZ2b09INjBvdjVhbVNKAR7vqFVKzC-qRoiRGAE0zAoKHwSuqL0RWgk_O8LpwEyPrxojRHY_Um1Iz3fKHg_aem_8mWlxVbPfLvqb2a3RcJ2Xg Kleinhans, J.-P., & Baisakova, N. (2020). The global semiconductor value chain. Knutsson, F. (2021). Accelerated inference on Arm microcontrollers with TensorFlow Lite for Microcontrollers and CMSIS-NN. https://blog.tensorflow.org/2021/02/accelerated-inference-on-arm-microcontrollers-with-tensorflow-lite.html Kotter, J. P. (2007). Leading change: Why transformation efforts fail. In Museum management and marketing (pp. 20-29). Routledge. Kotter, J. P., & Cohen, D. S. (2012). The heart of change: Real-life stories of how people change their organizations. Harvard Business Press. Kruppa, M. (2023, December 6). Google Announces AI System Gemini After Turmoil at Rival OpenAI. The Wall Street Journal. https://www.wsj.com/tech/ai/google-announces-ai-system-gemini-after-turmoil-at-rival-openai-10835335 Labelbox. Labeling services - Work with the world's best data labeling teams. Retrieved October 6 from https://labelbox.com/services/labeling/ Lee, H., Kim, G., Yun, D., Kim, I., Kwon, Y., & Lim, E. (2024). Cost-effective llm accelerator using processing in memory technology. 2024 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), LeewayHertz. (2024). AI development company enabling innovation and rapid development. Retrieved October 6 from https://www.leewayhertz.com/ Leong, P. C. (2024). Security Architecture for IoT Edge devices. Infineon. https://www.infineon.com/dgdl/Security_Architecturefor_IoT_Edge_devices.pdf?fileId=8ac78c8b8d2fe1ea018df3c6cf8b00df Li, J., Xu, J., Huang, S., Chen, Y., Li, W., Liu, J., Lian, Y., Pan, J., Ding, L., & Zhou, H. (2024). Large language model inference acceleration: A comprehensive hardware perspective. arXiv preprint arXiv:2410.04466. Lin, W.-F., Tsai, D.-Y., Tang, L., Hsieh, C.-T., Chou, C.-Y., Chang, P.-H., & Hsu, L. (2019). Onnc: A compilation framework connecting onnx to proprietary deep learning accelerators. 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Lin, Y. C. (2014). Renesas Electronics Corporation: Strategies of back to top three in semiconductor industry [Case Study, Waseda University]. http://purl.org/coar/resource_type/c_46ec Lu, Z., Li, X., Cai, D., Yi, R., Liu, F., Zhang, X., Lane, N. D., & Xu, M. (2024). Small language models: Survey, measurements, and insights. arXiv preprint arXiv:2409.15790. Lun, W. K. W. (2023). Connecting the Dots: A Telco View on the AI Value Chain. Twimbit. https://twimbit.com/insights/connecting-the-dots-a-telco-view-on-the-ai-value-chain Ma, S., Xiao, B., Hong, R., Addissie, B., Drikas, Z., Antonsen, T., Ott, E., & Anlage, S. (2019). Classification and prediction of wave chaotic systems with machine learning techniques. arXiv preprint arXiv:1908.04716. Market.Us. (2024). Global Edge AI Market By Component (Hardware, Software, Edge Cloud Infrastructure, Services), By End-Use Industry (IT & Telecom, Healthcare, Consumer Electronics, Automotive, Government, Manufacturing, Other End-Use Industries), By Region and Companies - Industry Segment Outlook, Market Assessment, Competition Scenario, Trends, and Forecast 2024-2033. https://market.us/report/edge-ai-market/ MarkWide. (2024). Embedded Processor Analysis. https://markwideresearch.com/embedded-processor-market/ Marwedel, P. (2021). Embedded System Design. Springer International Publishing. https://doi.org/10.1007/978-3-030-60910-8 Mathas, C. (2022, June 8). Analog rankings: Top 10 suppliers own 68% market share. Planet Analog. https://www.planetanalog.com/analog-rankings-top-10-suppliers-own-68-market-share/ McGrath, D. (2018, July 26). China Kills Qualcomm-NXP Deal. EETimes. https://www.eetimes.com/china-kills-qualcomm-nxp-deal/ McKinsey on Semiconductors. (2023). M. Company. https://www.mckinsey.com/~/media/mckinsey/industries/semiconductors/our%20insights/mckinsey%20on%20semiconductors%202024/mck_semiconductors_2024_webpdf.pdf Mediatek. (2024a, March 19). 聯發科技結合 NVIDIA 技術推出 Dimensity Auto 智慧座艙晶片組,為汽車帶來先進 AI 技術 為車廠提供從豪華到入門車款適用,易於拓展、高度整合的平台 https://corp.mediatek.tw/news-events/press-releases/mediatek-brings-advanced-ai-capabilities-to-vehicles-with-new-dimensity-auto-cockpit-chipsets-enabled-by-nvidia-technology Mediatek. (2024b, May 28). What's new in the MediaTek Dimensity 9300+? https://www.mediatek.com/blog/whats-new-in-the-mediatek-dimensity-9300#:~:text=MediaTek%20Dimensity%209300+%20enhances%20flagship%20technologies,%20elevating%20big%20core%20performance MediaTek. (2025). MediaTek. Retrieved July 1 from https://www.mediatek.com/ Menasveta, T. (2025, February 26). Choosing the Right Arm Edge AI Solution for Your AI application https://newsroom.arm.com/blog/arm-edge-ai-solution Miller, C. (2022). Chip war: the fight for the world's most critical technology. Simon and Schuster. Miller, C. (2024). Global chip war for strategic semiconductors. Nature Reviews Electrical Engineering, 1(1), 2-3. https://www.nature.com/articles/s44287-023-00005-6 Mirkazemi, A. (2025). Digital to Differentiate Silicon. https://www.renesas.com/en/document/ppt/software-digitalization-2025-capital-market-day?r=1320481 MLCommons. Benchmarks Working Groups. Retrieved October 8 from https://mlcommons.org/working-groups/#benchmarks MMR. (2024). Industrial Computers Market: Leading Innovations in a Changing Landscape. https://www.maximizemarketresearch.com/market-report/industrial-computers-market/171606/ MoBagel. Decanter AI 自動化機器學習平台. MoBagel. Retrieved October 6 from https://mobagel.com/tw/decanter-ai/ Modular. (2024, August 16, 2024). ML Compiler Technical Primer - Technical Primer on Machine Learning Compilers. Retrieved September 16 from https://www.modular.com/ai-resources/mac MRF. (2025a). Analog Integrated Circuit Market Research Report By Technology (CMOS Analog ICs, Bipolar Analog ICs, RF Analog ICs, Power Analog ICs, Mixed-Signal Analog ICs), By Application (Consumer Electronics, Industrial Electronics, Automotive Electronics, Medical Electronics, Telecommunication Electronics), By End User (Original Equipment Manufacturers (OEMs), Contract Manufacturers (CMs), Electronic Manufacturing Services (EMS) Providers, System Integrators, End Consumers), By Distribution Channel (Direct Sales, Indirect Sales, Online Sales, Retail. https://www.marketresearchfuture.com/reports/analog-integrated-circuit-market-30156 MRF. (2025b). Embedded Processor Market Research Report By Application (Consumer Electronics, Automotive, Industrial Automation, Telecommunications, Healthcare), By Processor Type (Microcontroller, Microprocessor, Digital Signal Processor, Field-Programmable Gate Array, System-on-Chip), By Architecture (ARM, x86, MIPS, RISC-V), By End Use (Personal, Commercial, Industrial) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2034. https://www.marketresearchfuture.com/reports/embedded-processor-market-34798 Needham, M. (2023, December 20). IDC Forecasts Revenue for Artificial Intelligence Software Will Reach $307 Billion Worldwide in 2027 https://www.idc.com/getdoc.jsp?containerId=prUS51345023#:~:text=NEEDHAM,%20Mass.,%20December%2020,%202023%20%E2%80%93%20A%20recent%20forecast%20from Neuromorphic hardware. imec. Retrieved September 22 from https://www.imec-int.com/en/79GHz-140GHz-radar-systems/sensor-data-fusion/neuromorphic-hardware Noguer i Alonso, M. (2024). Key Milestones in Natural Language Processing (NLP) 1950-2024. Key Milestones in Natural Language Processing (NLP). Nose, K., Fujii, T., Togawa, K., Okumura, S., Mikami, K., Hayashi, D., Tanaka, T., & Toi, T. (2024). 20.3 A 23.9 TOPS/W@ 0.8 V, 130TOPS AI Accelerator with 16× Performance-Accelerable Pruning in 14nm Heterogeneous Embedded MPU for Real-Time Robot Applications. 2024 IEEE International Solid-State Circuits Conference (ISSCC), Nota AI and Advantech Sign Strategic MOU to Pioneer On-Device GenAI Market. (2024, June 7). PR Newswire. https://finance.yahoo.com/news/nota-ai-advantech-sign-strategic-130000867.html Nota.ai. Retrieved October 11 from https://www.nota.ai/ Nuvoton. (2016). Application Note for M451 Series, NUC472/442 and NUC505. Nuvoton. https://www.nuvoton.com/resource-files/AN_0012_NuMicro_M4_DSP_SC_Rev1.00.pdf NVIDIA. (2025). Industries. Retrieved July 1 from https://www.nvidia.com/en-us/industries/ NVIDIA cuDNN. NVIDIA. Retrieved September 19 from https://developer.nvidia.com/cudnn NVIDIA Powers the World’s AI. And Yours. NVIDIA. Retrieved September 21 from https://www.nvidia.com/en-us/ai-on-rtx/ NVIDIA TensorRT. NVIDIA. Retrieved September 20 from https://developer.nvidia.com/tensorrt NVIDIA V100 TENSOR CORE GPU - The First Tensor Core GPU. NVIDIA. Retrieved September 21 from https://www.nvidia.com/en-us/data-center/v100/ NXP. (2015a, March 1). NXP and Freescale Announce $40 Billion Merger https://www.nxp.com/company/about-nxp/newsroom/NW-FREESCALE-40BILLION-MERGE NXP. (2015b). NXP Semiconductors. NXP. https://www.nxp.com/wcm_documents/about/pdfs/nxp_company_presentation_feb_2015.pdf NXP. (2016, October 27). Qualcomm to Acquire NXP https://investors.nxp.com/news-releases/news-release-details/qualcomm-acquire-nxp/ NXP. (2018, September 3). NXP Acquires OmniPHY to Accelerate Autonomous Driving and Vehicle Networks https://www.nxp.com/company/about-nxp/newsroom/NW-NXP-ACQUIRES-OMNIPHY NXP. (2019a). FORM 20-F ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934. https://investors.nxp.com/static-files/0f3ef39e-6d2c-4231-8bb0-6c40ad6109a7 NXP. (2019b, December 6). NXP Completes Acquisition of Marvell’s Wi-Fi and Bluetooth Connectivity Assets https://www.nxp.com/company/about-nxp/newsroom/NW-ACQUISITION-MARVELL NXP. (2020a). FORM 10-K ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934. https://investors.nxp.com/static-files/398f8e55-7a29-4e52-9587-2de67897e26d NXP. (2020b, February 3). NXP Semiconductors Reports Fourth Quarter and Full-year 2019 Results https://www.nxp.com/company/about-nxp/newsroom/NW-REPORTS-FOURTH-QUARTER-2019 NXP. (2021a). FORM 10-K ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934. https://investors.nxp.com/static-files/04cb200b-d030-440d-a9e0-40f245ab0f90 NXP. (2021b, February 1). NXP Semiconductors Reports Fourth Quarter and Full-year 2020 Results https://www.nxp.com/company/about-nxp/newsroom/NW-REPORTS-FOURTH-QUARTER-2020 NXP. (2022a). FORM 10-K ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934. https://investors.nxp.com/static-files/4c564920-493f-4653-ab69-8ee1101152a4 NXP. (2022b, January 31). NXP Semiconductors Reports Fourth Quarter and Full-year 2021 Results; Announces Increase of Quarterly Dividend and New 2022 Share Repurchase Program https://media.nxp.com/news-releases/news-release-details/nxp-semiconductors-reports-fourth-quarter-and-full-year-2021 NXP. (2023a). FORM 10-K ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934. https://investors.nxp.com/static-files/b8f7bcb5-5812-4709-aed4-f52d3d2a8eff NXP. (2023b, January 30). NXP Semiconductors Reports Fourth Quarter and Full-Year 2022 Results; Announces Increase of Quarterly Dividend https://media.nxp.com/news-releases/news-release-details/nxp-semiconductors-reports-fourth-quarter-and-full-year-2022 NXP. (2023c, August 8). TSMC, Bosch, Infineon, and NXP Establish Joint Venture to Bring Advanced Semiconductor Manufacturing to Europe https://www.nxp.com/company/about-nxp/tsmc-bosch-infineon-and-nxp-establish-joint-venture-to-bring-advanced-semiconductor-manufacturing-to-europe:NW-ESMC NXP. (2024a). FORM 10-K ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934. https://investors.nxp.com/static-files/c487ffc6-9f94-47f3-8aaf-9630bd86c50b NXP. (2024b, February 5). NXP Semiconductors Reports Fourth Quarter and Full-Year 2023 Results https://media.nxp.com/news-releases/news-release-details/nxp-semiconductors-reports-fourth-quarter-and-full-year-2023 NXP. (2024c, December 17). NXP to Acquire Automotive Networking Pioneer Aviva Links, Accelerating Asymmetrical ASA Multi-Gigabit Connectivity in Software-Defined Vehicles https://www.nxp.com/company/about-nxp/newsroom/NW-NXP-TO-ACQUIRE-AUTOMOTIVE-NETWORKING NXP. (2025a). Analog Expert Software and Tools. Retrieved July 1 from https://www.nxp.com/design/design-center/software/analog-expert-software-and-tools:ANALOG-EXPERT-SOFTWARE-DRIVER NXP. (2025b). Applications. Retrieved July 1 from https://www.nxp.com/applications:IFINDSTRYFCS NXP. (2025c). Artificial Intelligence - Bringing machine learning and deep learning to the edge. NXP. Retrieved January 27 from https://www.nxp.com/applications/technologies/ai-and-machine-learning:MACHINE-LEARNING NXP. (2025d). Automotive Software and Tools. Retrieved July 1 from https://www.nxp.com/design/design-center/software/automotive-software-and-tools:ATOSFTWR NXP. (2025e). Digital Signal Controllers Developer Resources. Retrieved July 1 from https://www.nxp.com/design/design-center/software/dsc-developer-resources:DSC-DEVELOPER NXP. (2025f). eIQ Neutron Neural Processing Unit (NPU). NXP. Retrieved January 27 from https://www.nxp.com/applications/technologies/ai-and-machine-learning/eiq-neutron-npu:EIQ-NEUTRON-NPU NXP. (2025g). eIQ® Auto ML Software Development Environment. Retrieved July 1 from https://www.nxp.com/design/design-center/software/eiq-auto-ml-sw-environment:EIQ-AUTO NXP. (2025h). eIQ® ML Software Development Environment. NXP. Retrieved January 27 from https://www.nxp.com/design/design-center/software/eiq-ml-development-environment:EIQ NXP. (2025i). FORM 10-K ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934. https://www.nxp.com/docs/en/supporting-information/NXP202410K.pdf NXP. (2025j). i.MX Developer Resources. Retrieved July 1 from https://www.nxp.com/design/design-center/software/i-mx-developer-resources:IMXSW_HOME NXP. (2025k). MCUXpresso Suite of Software and Tools. Retrieved July 1 from https://www.nxp.com/design/design-center/software/development-software/mcuxpresso-software-and-tools-:MCUXPRESSO NXP. (2025l, January 7). NXP Accelerates the Transformation to Software-Defined Vehicles (SDV) with Agreement to Acquire TTTech Auto https://www.nxp.com/company/about-nxp/newsroom/NW-NXP-ACCELERATES-THE-TRANSFORMATION NXP. (2025m, February 10). NXP Agrees to Acquire Edge AI Pioneer Kinara to Redefine the Intelligent Edge https://www.globenewswire.com/news-release/2025/02/10/3023372/0/en/NXP-Agrees-to-Acquire-Edge-AI-Pioneer-Kinara-to-Redefine-the-Intelligent-Edge.html NXP. (2025n, February 3). NXP Semiconductors Reports Fourth Quarter and Full-Year 2024 Results https://media.nxp.com/news-releases/news-release-details/nxp-semiconductors-reports-fourth-quarter-and-full-year-2024/ NXP. (2025o). Products. Retrieved July 1 from https://www.nxp.com/products:PCPRODCAT NXP. (2025p). QorIQ® Developer Resources. Retrieved July 1 from https://www.nxp.com/design/design-center/software/qoriq-developer-resources:QORIQ_SW_DEV NXP. (2025q). RFID Developer Resources. Retrieved July 1 from https://www.nxp.com/design/design-center/software/rfid-developer-resources:NFC-APP-DEVELOPER-RESOURCE-HUB NXP. (2025r). Sensor Toolbox: Sensor Development Ecosystem. Retrieved July 1 from https://www.nxp.com/design/design-center/software/sensor-toolbox:SENSOR-TOOLBOXX NXP Expands Edge AI Capabilities with eIQ Software Enablement. (2024, November 1). https://www.edge-ai-vision.com/2024/11/nxp-expands-edge-ai-capabilities-with-eiq-software-enablement/ Okada, C., Uemura, K., Hung, L., Matsuura, K., Moue, T., Yamazaki, D., Kodama, K., Okano, M., Morikawa, T., & Yamashita, K. (2021). 7.6 A high-speed back-illuminated stacked CMOS image sensor with column-parallel kT/C-cancelling S&H and delta-sigma ADC. 2021 IEEE International Solid-State Circuits Conference (ISSCC), ONNX - About. The Linux Foundation. Retrieved September 11 from https://onnx.ai/about.html OpenAI. (2023, November 6). New models and developer products announced at DevDay https://openai.com/index/new-models-and-developer-products-announced-at-devday/ OpenVINO 2024.3. Intel. Retrieved September 11 from https://docs.openvino.ai/2024/index.html Oppenheim, A. V., Willsky, A., & Nawab, S. (1997). Signals and Systems (2nd ed.). Prentice-Hall. Ors, A. (2022, October 28). Scaling ML Processing with External AI Accelerators. https://www.nxp.com/company/about-nxp/smarter-world-blog/BL-SCALING-ML-PROCESSING Ors, A. (2024, October 29). Generative AI for Embedded Applications. https://www.nxp.com/company/about-nxp/smarter-world-blog/BL-GEN-AI-FOR-EMBEDDED-APPS Pan, W., Zheng, J., Wang, L., & Luo, Y. (2022). A future perspective on in-sensor computing. Engineering, 14(7), 7797. Paunov, C., & Planes-Satorra, S. (2019). How are digital technologies changing innovation?: Evidence from agriculture, the automotive industry and retail. Peter Chang, P.-H. (2021, November 2). Tiny ONNC: unleashes your IoT device intelligent power. TinyML Asia, Peter Chang, P.-H. (2023, November 16). Benchmarking AI compiler for the TinyML market. TinyML Asia, Seoul, South Korea. Pichai, S., & Hassabis, D. (2023, September 26). Introducing Gemini: our largest and most capable AI model. https://blog.google/technology/ai/google-gemini-ai/ Plumerai. (2023, December 15). Plumerai’s highly accurate People Detection and Familiar Face Identification AI are now available on the Renesas RA8D1 MCU https://blog.plumerai.com/2023/12/renesas-ra8/ Pope, J. (2023). Global Human Resources Strategy. https://www.renesas.com/us/en/document/ppt/global-human-resources-strategy-2023-capital-market-day?ir_ts=1710352123160&r=1320481 Porter, M. E. (1979). How Competitive Forces Shape Strategy. Harvard business review, 57, no. 2 (March–April 1979), 137-145. Porter, M. E. (1980). Industry structure and competitive strategy: Keys to profitability. Financial analysts journal, 36(4), 30-41. Prangon, N. F., & Wu, J. (2024). AI and Computing Horizons: Cloud and Edge in the Modern Era. Journal of Sensor and Actuator Networks, 13(4), 44. Premio. (2019, August 28). What is an Industrial Computer and its Role for Industrial Computing? https://premioinc.com/blogs/blog/what-is-an-industrial-computer Putra, R. V. W., & Shafique, M. (2023). A Design Methodology for Energy-Efficient Embedded Spiking Neural Networks. In Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Software Optimizations and Hardware/Software Codesign (pp. 15-35). Springer. PyTorch, a year in.... (2018). https://pytorch.org/blog/a-year-in/ Qualcomm. (2018, July 26). Qualcomm Announces Termination of NXP Acquisition and Board Authorization for $30 Billion Stock Repurchase Program https://www.qualcomm.com/news/releases/2018/07/qualcomm-announces-termination-nxp-acquisition-and-board-authorization-30 Qualcomm. (2023, October 25). Qualcomm Unleashes Snapdragon X Elite: The AI Super-Charged Platform to Revolutionize the PC https://www.qualcomm.com/news/releases/2023/10/qualcomm-unleashes-snapdragon-x-elite--the-ai-super-charged-plat Qualcomm. (2025). Qualcomm: Intelligent Computing Everywhere. Retrieved July 1 from https://www.qualcomm.com/ QuickLogic Acquires SensiML SaaS AI Company. (2019, January 4). https://ir.quicklogic.com/press-releases/detail/467/quicklogic-acquires-sensiml-saas-ai-company Raghunathan, K. R. (2021). History of microcontrollers: First 50 years. IEEE Micro, 41(6), 97-104. Raiaan, M. A. K., Mukta, M. S. H., Fatema, K., Fahad, N. M., Sakib, S., Mim, M. M. J., Ahmad, J., Ali, M. E., & Azam, S. (2024). A review on large Language Models: Architectures, applications, taxonomies, open issues and challenges. IEEE Access. Raza, K., Ahmad, N., & Singh, D. (2024). GENERATIVE AI: Current Trends and Applications. Springer. Razavi, B. (2014). Fundamentals of microelectronics. John Wiley & Sons. Reddi, V. J., Cheng, C., Kanter, D., Mattson, P., Schmuelling, G., & Wu, C.-J. (2021). The vision behind MLPerf: Understanding AI inference performance. IEEE Micro, 41(3), 10-18. Renesas. (2010a). 5年間の業績推移(NECエレクトロニクス). https://www.renesas.com/ja/document/rep/5-year-financial-highlights-nec-electronics?r=1592876 Renesas. (2010b). 5年間の業績推移(ルネサス テクノロジ). https://www.renesas.com/ja/document/rep/5-year-financial-highlights-renesas-tecnology?r=1592876 Renesas. (2011). Renesas Electronics Corporation Financial Data 2011. Renesas. (2012). Renesas Electronics Corporation Financial Data 2012. Renesas. (2013). Renesas Electronics Corporation Financial Data 2013. Renesas. (2014). Renesas Electronics Corporation Financial Data 2014. Renesas. (2015). Renesas Electronics Corporation Financial Data 2015. Renesas. (2016a, September 1). Renesas Electronics and TSMC Announce 28nm MCU Collaboration for Next-Generation Green and Autonomous Vehicles https://www.renesas.com/us/en/about/press-room/renesas-electronics-and-tsmc-announce-28nm-mcu-collaboration-next-generation-green-and-autonomous Renesas. (2016b). Renesas Electronics Corporation Financial Data 2016. Renesas. (2017a, November 30). Mahindra & Renesas Launch Formula E Technical Partnership https://www.renesas.com/en/about/press-room/mahindra-renesas-launch-formula-e-technical-partnership?srsltid=AfmBOooJBw6Sq9EbWNpSEet0VUV47olWoSdX4gxzWpJMrWy40bbfNHc- Renesas. (2017b, February 25). Renesas Electronics Completes Acquisition of Intersil https://www.renesas.com/en/about/press-room/renesas-electronics-completes-acquisition-intersil?srsltid=AfmBOopKR_REk4k_gC8_APYW9ke8eXoUmSC9jD6Md436bBrJsvUp5U21 Renesas. (2018). Renesas Electronics Corporation Financial Data 2017. Renesas. (2019a). Financial Report 2018. Renesas. (2019b, March 30). Renesas Completes Acquisition of Integrated Device Technology https://www.renesas.com/en/about/press-room/renesas-completes-acquisition-integrated-device-technology-0?srsltid=AfmBOoqtsXkqXRFefbIaKM3810GgKsOBb7vLGNop8dPAeW-m-xaELhOT Renesas. (2019c). Renesas Electronics Corporation Financial Data 2018. Renesas. (2020a). Financial Report 2019. Renesas. (2020b). Renesas Electronics Corporation Financial Data 2019. Renesas. (2020c, December 16). ルネサスと一汽集団、中国・吉林省長春市に共同研究所を設立し中国市場に向けた次世代スマートカーの開発を加速 https://www.nikkei.com/article/DGXLRSP601904_W0A211C2000000/ Renesas. (2021a). Financial Report 2020. Renesas. (2021b, October 28). Regarding Acquisition of Stock of Celeno Communications Inc. https://www.renesas.com/us/en/about/press-room/regarding-acquisition-stock-celeno-communications-inc Renesas. (2021c, July 28). Renesas and Syntiant Develop Voice-Controlled Multimodal AI Solution Combining Advanced Vision and Voice Technologies https://www.renesas.com/us/en/about/press-room/renesas-and-syntiant-develop-voice-controlled-multimodal-ai-solution-combining-advanced-vision-and Renesas. (2021d, August 31). Renesas Completes Acquisition of Dialog Semiconductor https://www.renesas.com/us/en/about/press-room/renesas-completes-acquisition-dialog-semiconductor Renesas. (2021e). Renesas Electronics Corporation Financial Data 2020. Renesas. (2022a). Financial Report 2021. Renesas. (2022b, July 20). Renesas Completes Acquisition of Reality AI https://www.renesas.com/us/en/about/press-room/renesas-completes-acquisition-reality-ai Renesas. (2022c, October 17). Renesas Completes Acquisition of Steradian https://www.renesas.com/us/en/about/press-room/renesas-completes-acquisition-steradian Renesas. (2022d). Renesas Electronics Corporation Financial Data 2021. Renesas. (2023a). Financial Report 2022. Renesas. (2023b, June 2). Renesas Completes Acquisition of Panthronics https://www.renesas.com/us/en/about/press-room/renesas-completes-acquisition-panthronics Renesas. (2023c). Renesas Electronics Corporation Financial Data 2022. Renesas. (2023d, October 4). Renesas Partners with EdgeCortix to Streamline AI/ML Development https://www.renesas.com/us/en/about/press-room/renesas-partners-edgecortix-streamline-aiml-development Renesas. (2024a). AI Tool: DRP-AI TVM. Renesas. Retrieved September 11 from https://www.renesas.com/us/en/ai-tool-drp-ai-tvm Renesas. (2024b, March 1). CG Power and Industrial Solutions Limited, Renesas and Stars Microelectronics, to Jointly Build Outsourced Semiconductor Assembly and Test Facility in India https://www.renesas.com/us/en/about/press-room/cg-power-and-industrial-solutions-limited-renesas-and-stars-microelectronics-jointly-build Renesas. (2024c). Financial Report 2023. Renesas. (2024d, June 20). Renesas Completes Acquisition of Transphorm https://www.renesas.com/en/about/newsroom/renesas-completes-acquisition-transphorm?srsltid=AfmBOoo--0fru3RMRVVa2Sxrb-vgc72LWUhXS8Gm5ZvsyqcyQFuZhaof Renesas. (2024e, February 22). Renesas Develops New AI Accelerator for Lightweight AI Models and Embedded Processor Technology to Enable Real-Time Processing https://www.renesas.com/us/en/about/press-room/renesas-develops-new-ai-accelerator-lightweight-ai-models-and-embedded-processor-technology-enable Renesas. (2024f). Renesas Electronics Company Overview. https://www.renesas.com/us/en/document/ppt/corporate-presentation Renesas. (2024g). Renesas Electronics Corporation Financial Data 2023. Renesas. (2024h). Renesas Electronics Corporation Financial Data (IFRS). https://www.renesas.com/us/en/document/rep/2023-financial-data-2?ir_ts=1710219145652&r=1320481 Renesas. (2024i). Renesas Semiconductor Manufacturing Co., Ltd. Renesas. Retrieved July 12 from https://www.renesas.com/us/en/about/profile/global/rsmc Renesas. (2024j, February 15). Renesas to Acquire PCB Design Software Leader Altium to Make Electronics Design Accessible to Broader Market and Accelerate Innovation https://www.renesas.com/us/en/about/press-room/renesas-acquire-pcb-design-software-leader-altium-make-electronics-design-accessible-broader-market Renesas. (2024k). Voice and Vision Development. In: Renesas. Renesas. (2025a). 4Q/FULL-YEAR 2024 PRESENTATION. Renesas. (2025b). Analog Products. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/analog-products Renesas. (2025c). Applications. Renesas. Retrieved January 18 from https://www.renesas.com/en/applications Renesas. (2025d). Applications. Renesas. Retrieved February 17 from https://www.renesas.com/en/applications Renesas. (2025e). Automotive Applications and Solutions. Renesas. Retrieved February 17 from https://www.renesas.com/en/applications/automotive Renesas. (2025f). Automotive Power Devices. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/automotive-products/automotive-power-devices Renesas. (2025g). Automotive Power Management. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/automotive-products/automotive-power-management Renesas. (2025h). Automotive Sensors. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/automotive-products/automotive-sensors Renesas. (2025i). Business Overview. Retrieved February 17 from https://www.renesas.com/en/about/profile/business Renesas. (2025j). Cloud & Enterprise. Renesas. Retrieved February 17 from https://www.renesas.com/en/applications/communications-infrastructure/cloud-enterprise Renesas. (2025k). Communications Infrastructure. Renesas. Retrieved February 17 from https://www.renesas.com/en/applications/communications-infrastructure Renesas. (2025l). Compiler Licenses. Retrieved July 1 from https://www.renesas.com/en/software-tool/compiler-licenses Renesas. (2025m). Consumer Electronics. Renesas. Retrieved February 17 from https://www.renesas.com/en/applications/consumer-electronics Renesas. (2025n). CS+. Retrieved July 1 from https://www.renesas.com/en/software-tool/cs Renesas. (2025o). e² studio. Retrieved July 1 from https://www.renesas.com/en/software-tool/e-studio Renesas. (2025p). Financial Report 2024. Renesas. (2025q). High-End Cockpit & Infotainment Solution. Renesas. Retrieved June 30, 2025 from https://www.renesas.com/en/applications/automotive/infotainment/high-end-cockpit-infotainment-solution?srsltid=AfmBOoqTDs8s7knJP9dlOlDljeS9yBx6jFGi1dA9XNqFyaywu0s0Hq76 Renesas. (2025r). Industrial. Renesas. Retrieved February 17 from https://www.renesas.com/en/applications/industrial Renesas. (2025s). Interface & Wired Connectivity. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/interface Renesas. (2025t). Memory. Renesas. Retrieved February 17 from https://www.renesas.com/en/applications/communications-infrastructure/memory Renesas. (2025u). Memory & Logic. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/memory-logic Renesas. (2025v). Microcontrollers & Microprocessors (MCUs, MPUs). Renesas. Retrieved February 18 from https://www.renesas.com/en/products/microcontrollers-microprocessors Renesas. (2025w). Networking & Fixed Access. Renesas. Retrieved February 17 from https://www.renesas.com/en/applications/communications-infrastructure/networking-fixed-access Renesas. (2025x). On-chip Debuggers. Retrieved July 1 from https://www.renesas.com/en/software-tool/chip-debuggers Renesas. (2025y). Plumerai People Detection. Renesas. Retrieved February 18 from https://www.renesas.com/us/en/products/microcontrollers-microprocessors/ra-cortex-m-mcus/ra-partners/plumerai-detection Renesas. (2025z). Power Management. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/power-management Renesas. (2025aa). Products. Retrieved July 1 from https://www.renesas.com/en/products Renesas. (2025ab). R-Car Automotive System-on-Chips (SoCs). Renesas. Retrieved February 18 from https://www.renesas.com/en/products/automotive-products/automotive-system-chips-socs Renesas. (2025ac). Renesas 365 Powered by Altium From Silicon to System. Retrieved July 1 from https://www.renesas.com/en/renesas365 Renesas. (2025ad). Renesas Electronics Corporation Financial Data 2024. Renesas. (2025ae). Renesas Engineering Community. Renesas. Retrieved February 18 from https://community.renesas.com/ Renesas. (2025af). Renesas Preferred Partners. Renesas. Retrieved February 18 from https://www.renesas.com/us/en/support/partners/preferred-partners Renesas. (2025ag). Renesas Reports Financial Results for the Year Ended December 31, 2024. Renesas. (2025ah, July 1). Renesas Sets New MCU Performance Bar with 1-GHz RA8P1 Devices with AI Acceleration https://www.renesas.com/en/about/newsroom/renesas-sets-new-mcu-performance-bar-1-ghz-ra8p1-devices-ai-acceleration?srsltid=AfmBOoqkMMQyFfDJAuWwzmm6ZwkrGXQ-SseUIxSwMhnlvQo7A3-feAqh Renesas. (2025ai). Renesas Synergy™ Platform MCUs. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/microcontrollers-microprocessors/renesas-synergy-platform-mcus# Renesas. (2025aj). RF & Microwave Products. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/rf-products Renesas. (2025ak). RUHMI Framework. Retrieved July 1 from https://www.renesas.com/en/software-tool/ruhmi-framework?srsltid=AfmBOopVcly5M7qbCql9yUasqlrkdM_jBauKMd2rd5HEoZvK-wC27gJV#overview Renesas. (2025al). RX Family Renesas FreeRTOS. Retrieved July 1 from https://www.renesas.com/en/software-tool/rx-family-renesas-freertos Renesas. (2025am). RZ/A MPU – The Power of an MPU, the Simplicity of an MCU. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/microcontrollers-microprocessors/rz-mpus/rza-mpu Renesas. (2025an). RZ/Five. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/microcontrollers-microprocessors/rz-mpus/rzfive-general-purpose-microprocessors-risc-v-cpu-core-andes-ax45mp-single-10-ghz-2ch-gigabit-ethernet Renesas. (2025ao). RZ/G3S. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/microcontrollers-microprocessors/rz-mpus/rzg3s-general-purpose-microprocessors-single-core-arm-cortex-a55-11ghz-cpu-and-dual-core-cortex-m33-250mhz Renesas. (2025ap). RZ/G Series. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/microcontrollers-microprocessors/rz-mpus/rzg-series Renesas. (2025aq). RZ/T Series MPU. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/microcontrollers-microprocessors/rz-mpus/rzt-series-mpu Renesas. (2025ar). Sales & Distributor Directory. Renesas. Retrieved February 19 from https://www.renesas.com/en/buy-sample/locations?country=Taiwan%20Region Renesas. (2025as). Sensor Products. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/sensor-products Renesas. (2025at). Software - Middleware, Drivers, OS. Retrieved July 1 from https://www.renesas.com/en/design-support/software?type-filter=ITRON%20OS Renesas. (2025au). Software and Tools. Retrieved July 1 from https://www.renesas.com/en/design-support/software-and-tool Renesas. (2025av). Wireless Connectivity. Renesas. Retrieved February 18 from https://www.renesas.com/en/products/wireless-connectivity Renesas. (2025aw). Wireless Infrastructure. Renesas. Retrieved February 17 from https://www.renesas.com/en/applications/communications-infrastructure/wireless-infrastructure Reuters. (2012, May 24). Renesas to tie up with TSMC in chip production. Reuters. https://www.reuters.com/article/technology/renesas-to-tie-up-with-tsmc-in-chip-production-media-idUSL4E8GN947/ Richter, F. (2024). Amazon Maintains Cloud Lead as Microsoft Edges Closer. https://www.statista.com/chart/18819/worldwide-market-share-of-leading-cloud-infrastructure-service-providers/ Rodehueser, G. (2023, May 16). Infineon acquires Tiny Machine Learning leader Imagimob to strengthen its offering in embedded AI solutions https://www.infineon.com/cms/en/about-infineon/press/press-releases/2023/INFXX202305-110.html Rodriguez, A. (2022). Deep Learning Systems: Algorithms, Compilers, and Processors for Large-Scale Production. Springer Nature. Rotem, N., Fix, J., Abdulrasool, S., Catron, G., Deng, S., Dzhabarov, R., Gibson, N., Hegeman, J., Lele, M., & Levenstein, R. (2018). Glow: Graph lowering compiler techniques for neural networks. arXiv preprint arXiv:1805.00907. Salmela, L., Tsipinakis, N., Foi, A., Billet, C., Dudley, J. M., & Genty, G. (2021). Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network. Nature machine intelligence, 3(4), 344-354. Samila, S., & Berrone, P. (2023). OpenAI and the Large Language Model Market. In (pp. 25): Harvard Business Review. Samuel, A. L. (1959). Some studies in machine learning using the game of checkers. IBM Journal of research and development, 3(3), 210-229. Scale AI to Enable Enterprises to Customize Large Language Models and Build Robust Generative AI Applications on Microsoft Azure. (2023, November 15). Schreurs, J., & Bakker, J. (2022). Short introduction NXP Supply Chain. https://www.cbs.nl/-/media/_pdf/2022/46/cbs-worldcafevii_semiconductorsnxp.pdf Seki, T. (2024). Embedded Processing. https://www.renesas.com/us/en/document/ppt/embedded-processing-2024-capital-market-day?ir_ts=1720799660932&r=1320481 SemiEngineering. Integrated Device Manufacturer (IDM). Semiconductor Engineering. Retrieved August 12 from https://semiengineering.com/knowledge_centers/manufacturing/integrated-device-manufacturer-idm/ Seydl, J. (2024, January 24). Is the world economy deglobalizing? https://www.jpmorgan.com/insights/outlook/economic-outlook/is-the-world-economy-deglobalizing Shibata, H. (2025). State of the Company (Renesas Capital Market Day 2025, Issue. https://www.renesas.com/en/document/ppt/state-company-2025-capital-market-day?r=1320481 Shilov, A. (2024, March 20). Samsung to launch AI chips to challenge Nvidia, others — 'Mach 1' chips to launch in early 2025. tom’s Hardware. https://www.tomshardware.com/tech-industry/artificial-intelligence/samsung-to-launch-ai-chips-to-challenge-nvidia-others-mach-1-chips-to-launch-in-early-2025 Shuler, K. (2020, July 1). An Automotive Value Chain In Flux. https://semiengineering.com/an-automotive-value-chain-in-flux/ SIA. (2023, March 27). Chip Sales Rise in 2022, Especially to Auto, Industrial, Consumer Markets. https://www.semiconductors.org/chip-sales-rise-in-2022-especially-to-auto-industrial-consumer-markets/ SIA. (2024, March 18). AI, Auto, Industrial Markets Spurred Rebound in Chip Demand During Second Half of 2023. https://www.semiconductors.org/ai-auto-industrial-markets-spurred-rebound-in-chip-demand-during-second-half-of-2023/ Siemens. (2023, April 13). Industrial Operations X brings cutting-edge IT and AI into industrial automation https://press.siemens.com/global/en/pressrelease/industrial-operations-x-brings-cutting-edge-it-and-ai-industrial-automation Simons, C., & Kulik, B. (2024). 2024 semiconductor industry outlook. https://www2.deloitte.com/us/en/pages/technology-media-and-telecommunications/articles/semiconductor-industry-outlook.html Singh, G., Chelini, L., Corda, S., Awan, A. J., Stuijk, S., Jordans, R., Corporaal, H., & Boonstra, A.-J. (2019). Near-memory computing: Past, present, and future. Microprocessors and Microsystems, 71, 102868. Sinha, S. (2024, April 30). The top 6 edge AI trends—as showcased at Embedded World 2024. https://iot-analytics.com/top-6-edge-ai-trends-as-showcased-at-embedded-world-2024/ Siripitakchai, N., Miyazaki, K., & Ho, J. C. (2015). Partnership ecosystem of IC design service companies: The case of Taiwan. Technology in Society, 43, 199-208. Smith, J. E. (2005). Virtual Machines: Versatile Platforms for Systems and Processes. In: Morgan Kaufmann google schola. Spiking Neural Processor. innatera. Retrieved September 22 from https://innatera.com/products Spoonauer, M. (2024, March 5). MacBook Air M3 is going all-in on AI — here's what you can actually do with it. tom’s guide. https://www.tomsguide.com/computing/macbooks/macbook-air-m3-is-going-all-in-on-ai-heres-what-you-can-actually-do-with-it Srivathsan, B., Sorel, M., Bhan, A., Sachdeva, P., Batra, H., Sharma, R., Gupta, R., & Choudhary, S. (2024). AI power: Expanding data center capacity to meet growing demand. https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/ai-power-expanding-data-center-capacity-to-meet-growing-demand#/ STMicroelectronics. MEMS and sensors. STMicroelectronics. https://www.st.com/en/mems-and-sensors.html STMicroelectronics. (2020). 2019 Annual Report (Form 20-F). STMicroelectronics. https://investors.st.com/static-files/ef2e571b-0c56-4333-b7da-46b7e5f63da6 STMicroelectronics. (2021). 2020 Annual Report (Form 20-F). STMicroelectronics. https://investors.st.com/static-files/eadc870e-1f77-4849-8599-55ce02843ffe STMicroelectronics. (2022). 2021 Annual Report (Form 20-F). STMicroelectronics. https://investors.st.com/static-files/6e2389e7-3503-485d-b9d7-65df0e71d26f STMicroelectronics. (2023). 2022 Annual Report (Form 20-F). STMicroelectronics. https://investors.st.com/static-files/3c5bbf40-9770-43dd-99e0-88c185ac8ed4 STMicroelectronics. (2024a). 2023 Annual Report (Form 20-F). STMicroelectronics. https://investors.st.com/static-files/9087e0c3-0d9e-4cad-80d8-5b8f633b7fa6 STMicroelectronics. (2024b). Our strategic programs. Retrieved August 13 from https://www.st.com/content/st_com/en/about/manufacturing-at-st/our-strategic-programs.html STMicroelectronics. (2025a). 2024 Annual Report (Form 20-F). STMicroelectronics. STMicroelectronics. (2025b). Artificial intelligence at the edge. STMicroelectronics. Retrieved February 4 from https://www.st.com/content/st_com/en/about/innovation---technology/artificial-intelligence-at-the-edge.html STMicroelectronics. (2025c). Automotive. STMicroelectronics. Retrieved February 2 from https://www.st.com/en/applications/automotive.html STMicroelectronics. (2025d). Automotive microcontrollers. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/automotive-microcontrollers.html STMicroelectronics. (2025e). Communications equipment, computers and peripherals. STMicroelectronics. Retrieved February 2 from https://www.st.com/en/applications/communications-equipment-computers-and-peripherals.html STMicroelectronics. (2025f). Connectivity. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/applications/connectivity.html STMicroelectronics. (2025g). Energy generation and distribution. Retrieved February 2 from https://www.st.com/en/applications/energy-generation-and-distribution.html STMicroelectronics. (2025h). Give your product an Edge. STMicroelectronics. Retrieved February 4 from https://stm32ai.st.com/ STMicroelectronics. (2025i). In-vehicle infotainment (IVI). STMicroelectronics. Retrieved June 30, 2025 from https://www.st.com/en/applications/in-vehicle-infotainment-ivi.html STMicroelectronics. (2025j). Industrial. STMicroelectronics. Retrieved February 2 from https://www.st.com/en/applications/industrial.html STMicroelectronics. (2025k). Memories. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/memories.html STMicroelectronics. (2025l). MEMS and sensors. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/mems-and-sensors.html STMicroelectronics. (2025m). Microcontrollers & microprocessors. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/microcontrollers-microprocessors.html STMicroelectronics. (2025n). NVRAM. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/memories/nvram.html STMicroelectronics. (2025o). Our facilities. Retrieved February 2 from https://www.st.com/content/st_com/en/about/manufacturing-at-st/our-facilities.html STMicroelectronics. (2025p). Personal electronics. STMicroelectronics. Retrieved February 2 from https://www.st.com/en/applications/personal-electronics.html STMicroelectronics. (2025q). Power supplies and converters. STMicroelectronics. Retrieved February 2 from https://www.st.com/en/applications/power-supplies-and-converters.html STMicroelectronics. (2025r). Product Portfolio. STMicroelectronics. Retrieved February 2 from https://www.st.com/content/st_com/en/browse/product-portfolio.html STMicroelectronics. (2025s). Radio frequency transistors. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/radio-frequency-transistors.html STMicroelectronics. (2025t). RF front-end. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/wireless-connectivity/rf-front-end.html STMicroelectronics. (2025u). RF solutions. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/wireless-connectivity/rf-solutions.html STMicroelectronics. (2025v). Secure MCUs. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/secure-mcus.html STMicroelectronics. (2025w). Serial EEPROM. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/memories/serial-eeprom.html STMicroelectronics. (2025x). Software development tools. Retrieved July 1 from https://www.st.com/en/development-tools/software-development-tools.html STMicroelectronics. (2025y). Standard Serial Page EEPROM. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/memories/standard-serial-page-eeprom.html STMicroelectronics. (2025z). STM8 8-bit MCUs. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/microcontrollers-microprocessors/stm8-8-bit-mcus.html STMicroelectronics. (2025aa). STM32 32-bit Arm Cortex MCUs. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/microcontrollers-microprocessors/stm32-32-bit-arm-cortex-mcus.html STMicroelectronics. (2025ab). STM32 Arm Cortex MPUs. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/microcontrollers-microprocessors/stm32-arm-cortex-mpus.html STMicroelectronics. (2025ac, January 30). STMicroelectronics Reports Q4 and FY 2024 Financial Results https://newsroom.st.com/wp-content/uploads/2025/01/c3309.pdf STMicroelectronics. (2025ad). STMicroelectronics: Our technology starts with you. Retrieved July 1 from https://www.st.com/content/st_com/en.html STMicroelectronics. (2025ae). Wired connectivity. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/applications/connectivity/wired-connectivity.html STMicroelectronics. (2025af). Wireless connectivity. STMicroelectronics. Retrieved February 3 from https://www.st.com/en/applications/connectivity/wireless-connectivity.html Supermicro. (2024, February 20). Supermicro Drives Advanced AI Capabilities to Edge Computing Environments with New Industry-Leading System Portfolio https://www.supermicro.com/en/pressreleases/supermicro-drives-advanced-ai-capabilities-edge-computing-environments-new-industry Syntiant. (2022, March 28). AI Chip Company Syntiant Raises $55 Million to Accelerate Growth https://www.syntiant.com/news/ai-chip-company-syntiant-raises-55-million-to-accelerate-growth Syntiant. (2023, May 19). Syntiant’s Deep Learning Computer Vision Models Deployed on Renesas RZ/V2L Microprocessor https://www.syntiant.com/news/syntiants-deep-learning-computer-vision-models-deployed-on-renesas-rzv2l-microprocessor Syo, T. (2022, June 6). More than 10 Times Faster AI Inference for RX and RA Families Released e-AI Translator V2.2.0 for Arm CMSIS Library. https://www.renesas.com/us/en/blogs/more-10-times-faster-ai-inference-rx-and-ra-families-released-e-ai-translator-v220-arm-cmsis-library Sze, V., Chen, Y.-H., Yang, T.-J., & Emer, J. S. (2020). Efficient processing of deep neural networks. Springer. Tang, L., Hsieh, C.-T., & Peter Chang, P.-H. (2023, July 29). ONNC on TinyML - Enhance MLPerf Tiny scores with ONNC. Conference for Open Source Coders, Users & Promoters, Taipei, Taiwan. Tanke, M. L., Roy, M., Sabbineni, N., & Sunkara, M. (2024, October 2). Best practices for building robust generative AI applications with Amazon Bedrock Agents – Part 1. https://aws.amazon.com/tw/blogs/machine-learning/best-practices-for-building-robust-generative-ai-applications-with-amazon-bedrock-agents-part-1/ TBRC. (2024a). Industrial PC Global Market Report 2024 – By Type (Panel IPC, Rack Mount IPC, Box IPC, Embedded IPC, DIN Rail IPC, Other Types), By Display Type (Resistive, Capacitive, Other Display Types), By Storage Medium (Solid State, Rotating), By Sales Channel (Direct Sales, Indirect Sales), By End-User (Automotive, Healthcare, Chemical, Aerospace and Defense, Semiconductor and Electronics, Energy and Power, Oil and Gas, Other End Users) – Market Size, Trends, And Global Forecast 2024-2033. https://www.thebusinessresearchcompany.com/report/industrial-pc-global-market-report TBRC. (2024b). Industrial Semiconductors Global Market Report 2024 – By Type (Single-Mode, Multi-Mode), By Product (Integrated Circuits, Optoelectronics, Discrete Semiconductors, Sensors), By Application (Construction, Manufacturing, Automotive, Aerospace, Other Applications) – Market Size, Trends, And Global Forecast 2024-2033. https://www.thebusinessresearchcompany.com/report/industrial-semiconductors-global-market-report TensorFlow. Retrieved September 10 from https://www.tensorflow.org/?hl=zh-tw Terwilliger, K. (2024, February 26). Dell Technologies Announces New Latitude AI PCs. https://www.dell.com/en-us/blog/dell-technologies-announces-new-latitude-ai-pcs/ TinyML. tinyML Strategic Partners. https://www.tinyml.org/sponsors/ Tomofun. Furbo - Bring joy and innovation to every pet lover in the world. Retrieved October 6 from https://furbo.com/us/pages/about-us Touvron, H., Lavril, T., Izacard, G., Martinet, X., Lachaux, M.-A., Lacroix, T., Rozière, B., Goyal, N., Hambro, E., & Azhar, F. (2023). Llama: Open and efficient foundation language models. arXiv preprint arXiv:2302.13971. TrendForce. (2023, September 4). [News] Wistron Secures Both NVIDIA and AMD AI Server Orders. TrendForce. https://www.trendforce.com/news/2023/09/04/news-wistron-secures-both-nvidia-and-amd-ai-server-orders/ TrendForce. (2024a, July 17). Global AI Server Demand Surge Expected to Drive 2024 Market Value to US$187 Billion; Represents 65% of Server Market, Says TrendForce https://www.trendforce.com/presscenter/news/20240717-12227.html TrendForce. (2024b, June 11). Penetration Rate of AI NBs to Arrive at 20% by 2025 as AI Applications Steadily Refine and Actuate Consumer Demand, Says TrendForce https://www.trendforce.com/presscenter/news/20240611-12182.html Use LiteRT on Android. Android. Retrieved September 20 from https://developer.android.com/ai/custom Vaswani, A. (2017). Attention is all you need. Advances in Neural Information Processing Systems. VisionX. (2024, September 16). RAG vs Fine-Tuning: A Complete Guide to Optimizing NLP Models. https://visionx.io/blog/rag-vs-fine-tuning/ VMR. (2024a). Automotive Semiconductor Market Size By Product (Analogue, Mixed Signal, Semiconductors, Logic), Vehicle Type (Passenger Cars, Commercial Vehicles, Plug-in Hybrid Electric Vehicle), & Region for 2024-2031. https://www.verifiedmarketresearch.com/product/global-automotive-semiconductor-market/ VMR. (2024b). Global Industrial PC Market Size by Type (Panel IPC, Rack Mount IPC, Box IPC), By Sales Channel (Direct Sales, Indirect Sales), By End-User (Process Industries, Discrete Industries), By Geographic Scope and Forecast. https://www.verifiedmarketresearch.com/product/global-industrial-pc-market-size-and-forecast/ Wan, T., Shao, B., Ma, S., Zhou, Y., Li, Q., & Chai, Y. (2023). In‐sensor computing: materials, devices, and integration technologies. Advanced materials, 35(37), 2203830. Wang, F., Zhang, Z., Zhang, X., Wu, Z., Mo, T., Lu, Q., Wang, W., Li, R., Xu, J., & Tang, X. (2024). A comprehensive survey of small language models in the era of large language models: Techniques, enhancements, applications, collaboration with llms, and trustworthiness. arXiv preprint arXiv:2411.03350. Wang, Y., Chi, M.-H., Lou, J. J.-C., & Chen, C.-Z. (2023). Handbook of Integrated Circuit Industry. Springer Nature. Welcome to ONNX Runtime. Microsoft. Retrieved September 20 from https://onnxruntime.ai/docs/ What are convolutional neural networks? IBM. Retrieved September 9 from https://www.ibm.com/topics/convolutional-neural-networks What are Foundation Models? Amazon. Retrieved October 14 from https://aws.amazon.com/what-is/foundation-models/?nc1=h_ls What is a recurrent neural network (RNN)? IBM. Retrieved September 9 from https://www.ibm.com/topics/recurrent-neural-networks What is a transformer model? IBM. Retrieved September 9 from https://www.ibm.com/topics/transformer-model?mhsrc=ibmsearch_a&mhq=what%20is%20a%20transformer%20model%26quest%3B What is AI Hardware? Supermicro. Retrieved September 21 from https://www.supermicro.com/zh_tw/glossary/ai-hardware What is artificial intelligence (AI)? IBM. Retrieved September 9 from https://www.ibm.com/topics/artificial-intelligence What is IoT Edge computing? (2022, July 29). https://www.redhat.com/en/topics/edge-computing/iot-edge-computing-need-to-work-together What is the Internet of Things (IoT)? (2019, January 8). https://www.redhat.com/en/topics/internet-of-things/what-is-iot Wikipedia. (2024a). Cypress Semiconductor. In: Wikipedia, The Free Encyclopedia. Wikipedia. (2024b). Infineon Technologies. In: Wikipedia, The Free Encyclopedia. Wikipedia. (2024c). Renesas Electronics. In: Wikipedia, The Free Encyclopedia. Wikipedia. (2025a). Microchip Technology. In: Wikipedia, The Free Encyclopedia. Wikipedia. (2025b). NXP Semiconductors. In: Wikipedia, The Free Encyclopedia. Wikipedia. (2025c). STMicroelectronics. In: Wikipedia, The Free Encyclopedia. Wikipedia, c. Automotive electronics. In *Wikipedia, The Free Encyclopedia*. Wolf, W. H. (1994). Hardware-software co-design of embedded systems. Proceedings of the IEEE, 82(7), 967-989. The Worldwide Electronics Manufacturing Services Market – 2022 Edition. (2022). WSJ. (2025a). Aaeon Technology Inc. Retrieved April 7 from https://www.wsj.com/market-data/quotes/TW/XTAI/6579/financials WSJ. (2025b). Adlink Technology Inc. Retrieved April 7 from https://www.wsj.com/market-data/quotes/TW/XTAI/6166/financials WSJ. (2025c). Advantech Co. Ltd. Retrieved April 7 from https://www.wsj.com/market-data/quotes/TW/XTAI/2395/financials WSJ. (2025d). Arm Holdings PLC ADR. Retrieved April 7 from https://www.wsj.com/market-data/quotes/ARM/financials WSJ. (2025e). Arteris Inc. Retrieved April 7 from https://www.wsj.com/market-data/quotes/AIP/financials WSJ. (2025f). Bayerische Motoren Werke AG. Retrieved April 7 from https://www.wsj.com/market-data/quotes/XE/XETR/BMW/financials WSJ. (2025g). Bosch Ltd. Retrieved April 7 from https://www.wsj.com/market-data/quotes/IN/XBOM/500530/financials WSJ. (2025h). Cadence Design Systems Inc. Retrieved April 7 from https://www.wsj.com/market-data/quotes/CDNS/financials WSJ. (2025i). CEVA Inc. Retrieved April 7 from https://www.wsj.com/market-data/quotes/CEVA/financials WSJ. (2025j). Continental AG. Retrieved April 7 from https://www.wsj.com/market-data/quotes/XE/XETR/CON/financials WSJ. (2025k). Denso Corp. Retrieved April 7 from https://www.wsj.com/market-data/quotes/JP/XTKS/6902/financials WSJ. (2025l). Ford Motor Co. Retrieved April 7 from https://www.wsj.com/market-data/quotes/F/financials WSJ. (2025m). General Motors Co. Retrieved April 7 from https://www.wsj.com/market-data/quotes/GM/financials WSJ. (2025n). Synopsys Inc. Retrieved April 7 from https://www.wsj.com/market-data/quotes/SNPS/financials WSJ. (2025o). Taiwan Semiconductor Manufacturing Co. Ltd. ADR. Retrieved April 7 from https://www.wsj.com/market-data/quotes/TSM/financials/annual/income-statement WSJ. (2025p). Toyota Motor Corp. Retrieved April 7 from https://www.wsj.com/market-data/quotes/JP/XTKS/7203/financials WSJ. (2025q). Volkswagen AG. Retrieved April 7 from https://www.wsj.com/market-data/quotes/XE/XETR/VOW/financials WSTS. (2020). WSTS Product Classification 2021. https://www.semiconductors.org/wp-content/uploads/2021/02/Product_Classification_2021.pdf Wu, A., Chiang, H., & Carreon, M. (2024, August 6). IDC: Memory Makers Drive Semiconductor Market Growth in Q1 2024 as AI Demand Soars https://www.idc.com/getdoc.jsp?containerId=prAP52509624 Xing, Y., Wang, R., & Dollar, D. (2023). Global Value Chain Development Report 2023: Resilient And Sustainable Gvcs In Turbulent Times. https://ir.ide.go.jp/record/2000095/files/SNT001800_000.pdf XLA. (2024, February 3, 2024). OpenXLA. Retrieved September 16 from https://openxla.org/xla Xu, J., Li, Z., Chen, W., Wang, Q., Gao, X., Cai, Q., & Ling, Z. (2024). On-Device Language Models: A Comprehensive Review. arXiv preprint arXiv:2409.00088. Yole. (2023a, 2023/10/31). European microcontrollers face rising competition from mainland China https://www.yolegroup.com/press-release/european-microcontrollers-face-rising-competition-from-mainland-china/ Yole. (2023b). Status of the Microcontroller Industry 2023. https://www.yolegroup.com/product/report/status-of-the-microcontroller-industry-2023/ Yole. (2024). Semiconductor Trends in Automotive 2024. https://www.yolegroup.com/product/report/semiconductor-trends-in-automotive-2024/ You, Y.-P. (2011). Embedded System Software and Development Tools Design. National Chiao Tung University. Yu, J. (2021, July 12). Expanding 'The Voice of Things' - NXP Adds Retune DSP to Its Broad Portfolio of Voice Enablement Solutions. https://www.nxp.com/company/about-nxp/smarter-world-blog/BL-EXPANDING-THE-VOICE-OF-THINGS Yuan, Z., Shang, Y., Zhou, Y., Dong, Z., Zhou, Z., Xue, C., Wu, B., Li, Z., Gu, Q., & Lee, Y. J. (2024). Llm inference unveiled: Survey and roofline model insights. arXiv preprint arXiv:2402.16363. Zewe, A. (2023, November 9). Explained: Generative AI. MIT News. https://news.mit.edu/2023/explained-generative-ai-1109 Zhang, H., Qiu, P., Lu, Y., Ju, X., Chi, D., Yew, K. S., Zhu, M., Wang, S., Wei, R., & Hu, W. (2023). In-Sensor Computing Realization Using Fully CMOS-Compatible TiN/HfO x-Based Neuristor Array. ACS sensors, 8(10), 3873-3881. Zhou, C., Li, Q., Li, C., Yu, J., Liu, Y., Wang, G., Zhang, K., Ji, C., Yan, Q., & He, L. (2023). A comprehensive survey on pretrained foundation models: A history from bert to chatgpt. arXiv preprint arXiv:2302.09419. Zhou, F., & Chai, Y. (2020). Near-sensor and in-sensor computing. Nature Electronics, 3(11), 664-671. 우황제. (2022). 현명한 반도체 투자 : 소재·설계·장비주 완벽 분석! ウィキペディア. (2025). ルネサスエレクトロニクス. In: ウィキペディア日本語版. | - |
| dc.identifier.uri | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/99104 | - |
| dc.description.abstract | 近年來受惠於地緣政治的變化以及人工智慧的突破,半導體產業重回全球市場的關注焦點,也在需求面、營收面與獲利面取得顯著的擴張。這波的需求來自於國家安全的考量、供應鏈的重組、人工智慧運算需求的推動。然而,在嵌入式半導體市場上的既有公司享受獲利成長的同時,也面臨到來自於其他原本非專注於該市場的半導體公司的競爭威脅。因應這些競爭威脅,嵌入式半導體公司各自以多種策略來因應挑戰。
本論文以嵌入式半導體公司的策略分析為核心,以瑞薩電子為主要研究對象。瑞薩作為在汽車與工業領域具有重要地位的整合元件製造商,展現了在由AI需求所驅動的半導體格局中變革與策略調適的典範。本論文採用質性個案研究方法,以次級資料作為資料來源,運用波特五力分析、VRIO架構、BCG矩陣與成長策略類型等工具,並分析競爭對手英飛凌、恩智浦及意法半導體。研究結果顯示瑞薩在AI應用推動、類比與電源整合電路多元化以及全球擴張上的重視。本論文展示了半導體產業中的整合元件製造商如何維持競爭優勢、追求策略性成長,並如何適應不斷變化的技術與地緣政治環境。 | zh_TW |
| dc.description.abstract | Geopolitical issues and Artificial Intelligence (AI) trends have accelerated the expansion of the semiconductor sector recently. Semiconductor companies have continuously benefited from national security, supply chain restructuring, and demands for AI computing. Despite of these benefits, incumbent semiconductor companies also encounter competition from non-market semiconductor companies due to the same impetus. Embedded semiconductor firms have many strategies to tackle challenges.
This thesis presents a strategic analysis of embedded semiconductor companies, with a focus on Renesas Electronics. Renesas, an integrated device manufacturer (IDM) with a significant presence in the automotive and industrial sectors, exemplifies change and strategic adaptation in the AI-driven semiconductor landscape. This thesis employs qualitative case study methodology to conduct secondary research utilizing Porter’s Five Forces, the VRIO framework, the BCG Matrix, and growth strategy typologies. This thesis examines the competitors Infineon, NXP, and STMicroelectronics. The results underscore Renesas’s emphasis on AI facilitation, diversification of analog and power integrated circuits, and global expansion. This thesis demonstrates how IDMs in the semiconductor sector may maintain a competitive edge, pursue strategic growth, and adjust to evolving technological and geopolitical landscapes. | en |
| dc.description.provenance | Submitted by admin ntu (admin@lib.ntu.edu.tw) on 2025-08-21T16:24:11Z No. of bitstreams: 0 | en |
| dc.description.provenance | Made available in DSpace on 2025-08-21T16:24:11Z (GMT). No. of bitstreams: 0 | en |
| dc.description.tableofcontents | Acknowledgment i
中文摘要 ii Abstract iii Table of Contents iv List of Figures viii List of Tables xii Chapter 1 Introduction 1 1.1 Research Motivation and Objective 1 1.2 Research Questions and Objectives 1 1.3 Research Methodology and Restrictions 2 1.4 Research Flow and Structure of the Thesis 3 Chapter 2 Literature Review 5 2.1 Management Concepts, Theories, and Models 5 2.1.1 Five Forces Analysis and Industry Key Factor Analysis 5 2.1.2 Firm Resources and Sustained Competitive Advantage 7 2.1.3 BCG Matrix 8 2.1.4 Growth Strategy 10 2.1.5 Generic Competitive Strategies 12 2.2 Business Strategy Literatures 14 2.2.1 Strategic Case Studies focusing on Individual Embedded Semiconductor IDMs 14 2.2.2 Comparative Strategic Case Studies involving Multiple Embedded Semiconductor IDMs 15 2.2.3 Strategic Analyses of Semiconductor Firms recognized for their Advancements in AI Technologies 16 2.2.4 Industry-level Analyses centered on the Evolution and Dynamics of Automotive Electronics 17 2.2.5 Industry-level Studies examining the Impact of AI Proliferation on Semiconductor Company Strategies 17 Chapter 3 External Environment Analysis 19 3.1 Overview of the Semiconductor Industry 19 3.1.1 The Semiconductor Industry Scope 19 3.1.2 The Semiconductor Industry Structure 23 3.1.3 The Semiconductor Industry Scale and Players 26 3.1.4 Semiconductor Industry Market Trend 30 3.2 Markets Classified by Components 32 3.2.1 Overview of Embedded System 32 3.2.2 Analog IC Market 34 3.2.3 Embedded Processor Market 47 3.3 Markets Classified by End Markets 59 3.3.1 Automotive Semiconductor Market 59 3.3.2 Industrial Semiconductor Market 70 3.4 Market Trend: Artificial Intelligence 74 3.4.1 Overview of AI 74 3.4.2 The AI Industry Scope 94 3.4.3 The AI Industry Structure 96 3.4.4 The AI Industry Scale and Players 98 3.4.5 Overview of Edge Computing & Edge AI 107 3.4.6 The Edge AI Industry Scope 110 3.4.7 The Edge AI Industry Structure 111 3.4.8 The Edge AI Industry Scale and Players 111 3.4.9 AI Industry Market Trend 114 3.5 Competitor Analysis 116 3.5.1 Infineon 116 3.5.2 NXP 130 3.5.3 ST 143 3.6 Industrial Value Analysis and Industry Key Factor Analysis 158 3.6.1 Automotive Semiconductor Market 159 3.6.2 Industrial Semiconductor Market 168 3.6.3 Industry Key Factor Analysis 172 Chapter 4 Case Analysis and Discussion 175 4.1 The Company Overview of Renesas Electronics 175 4.1.1 Company Overview 175 4.1.2 Markets, Products, and Sales Status 179 4.1.3 Financial Status 192 4.2 Resource, Capabilities, and Activities 197 4.2.1 Core Resources 197 4.2.2 Competitive Advantages and Core Competencies 205 4.3 Portfolio Analysis 217 4.3.1 Relative Market Shares 217 4.3.2 Industry Growth Rates 219 4.3.3 Company Growth Rates 220 4.3.4 Portfolio Analysis from 2020-2025 and 2025-2030 220 4.4 Growth Strategy and Approaches 224 4.4.1 亢龍有悔、生聚教訓 – Change Management: Merging 3 Japanese Semiconductor Giants after the Japanese Semiconductor’s Heydays (2003-2010, 2010-2015) 225 4.4.2 勇於轉進、風林火山 – Diversification: Embracing more Analog and Power semiconductor markets through Acquisitions (2015-2020) 228 4.4.3 亂世爭雄、福禍相依 – Globalization & Deglobalization: Rapid Growth and Strong Challenge during and after the COVID Period (2020-2025) 229 4.4.4 神仙下凡、逆風前行 – Future Growth Strategies and Approaches under the AI Trend and the Uncertainty from Geopolitical Issues (2025-) 230 4.5 Business Strategy and Approaches 231 4.5.1 Automotive Semiconductors 231 4.5.2 Industrial/Infrastructure/IoT Semiconductors 234 Chapter 5 Conclusion 237 5.1 Research Conclusion 237 5.2 Research Suggestions 238 5.3 Research Implications and Limitations 239 5.4 Future Works 240 Reference 241 | - |
| dc.language.iso | en | - |
| dc.subject | 嵌入式半導體 | zh_TW |
| dc.subject | 車用半導體 | zh_TW |
| dc.subject | 工業用半導體 | zh_TW |
| dc.subject | 物聯網 | zh_TW |
| dc.subject | AI趨勢 | zh_TW |
| dc.subject | 人工智慧 | zh_TW |
| dc.subject | 瑞薩電子 | zh_TW |
| dc.subject | 策略分析 | zh_TW |
| dc.subject | 整合元件製造廠 | zh_TW |
| dc.subject | TinyML | zh_TW |
| dc.subject | EdgeAI | zh_TW |
| dc.subject | 競爭策略 | zh_TW |
| dc.subject | VRIO | zh_TW |
| dc.subject | BCG矩陣 | zh_TW |
| dc.subject | 五力分析 | zh_TW |
| dc.subject | Five Forces | en |
| dc.subject | BCG Matrix | en |
| dc.subject | VRIO | en |
| dc.subject | Competitive Strategy | en |
| dc.subject | EdgeAI | en |
| dc.subject | TinyML | en |
| dc.subject | IDM | en |
| dc.subject | Strategic Analysis | en |
| dc.subject | Renesas Electronics | en |
| dc.subject | Artificial Intelligence | en |
| dc.subject | AI trend | en |
| dc.subject | IoT | en |
| dc.subject | Industrial Semiconductor | en |
| dc.subject | Automotive Semiconductor | en |
| dc.subject | Embedded Semiconductor | en |
| dc.title | 微控賦能—AI浪潮下嵌入式半導體廠商之策略分析—以瑞薩電子為例 | zh_TW |
| dc.title | The Strategic Analysis of Embedded Semiconductor Company under the AI Trend: A Case Study of Renesas Electronics Corporation | en |
| dc.type | Thesis | - |
| dc.date.schoolyear | 113-2 | - |
| dc.description.degree | 碩士 | - |
| dc.contributor.oralexamcommittee | 廖咸興;陳坤志 | zh_TW |
| dc.contributor.oralexamcommittee | Hsien-Hsing Liao;Kun-Chih Chen | en |
| dc.subject.keyword | 嵌入式半導體,車用半導體,工業用半導體,物聯網,AI趨勢,人工智慧,瑞薩電子,策略分析,整合元件製造廠,TinyML,EdgeAI,競爭策略,VRIO,BCG矩陣,五力分析, | zh_TW |
| dc.subject.keyword | Embedded Semiconductor,Automotive Semiconductor,Industrial Semiconductor,IoT,AI trend,Artificial Intelligence,Renesas Electronics,Strategic Analysis,IDM,TinyML,EdgeAI,Competitive Strategy,VRIO,BCG Matrix,Five Forces, | en |
| dc.relation.page | 272 | - |
| dc.identifier.doi | 10.6342/NTU202501857 | - |
| dc.rights.note | 同意授權(全球公開) | - |
| dc.date.accepted | 2025-07-18 | - |
| dc.contributor.author-college | 管理學院 | - |
| dc.contributor.author-dept | 企業管理碩士專班 | - |
| dc.date.embargo-lift | 2025-08-22 | - |
| 顯示於系所單位: | 管理學院企業管理專班(Global MBA) | |
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