Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Syuan-Hao Sie"'
Autor:
Wei-Chen Wei, Chuan-Jia Jhang, Yi-Ren Chen, Cheng-Xin Xue, Syuan-Hao Sie, Jye-Luen Lee, Hao-Wen Kuo, Chih-Cheng Lu, Meng-Fan Chang, Kea-Tiong Tang
Publikováno v:
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, Vol 6, Iss 1, Pp 45-52 (2020)
Nonvolatile computing-in-memory (nvCIM) exhibits high potential for neuromorphic computing involving massive parallel computations and for achieving high energy efficiency. nvCIM is especially suitable for deep neural networks, which are required to
Externí odkaz:
https://doaj.org/article/150e34966e584bc78db48c13b4a4632c
MARS: Multimacro Architecture SRAM CIM-Based Accelerator With Co-Designed Compressed Neural Networks
Autor:
Jye-Luen Lee, Chih-Cheng Hsieh, Zuo-Wei Yeh, Kea-Tiong Tang, Syuan-Hao Sie, Meng-Fan Chang, Yi-Ren Chen, Zhaofang Li, Chih-Cheng Lu
Publikováno v:
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 41:1550-1562
Convolutional neural networks (CNNs) play a key role in deep learning applications. However, the large storage overheads and the substantial computation cost of CNNs are problematic in hardware accelerators. Computing-in-memory (CIM) architecture has
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0f6a2bdaddf164c6c57c52f7825a9985
https://doi.org/10.1109/tcad.2021.3082107
https://doi.org/10.1109/tcad.2021.3082107
Autor:
Chih-Cheng Lu, Meng-Fan Chang, Cheng-Xin Xue, Wei-Chen Wei, Jye-Luen Lee, Hao-Wen Kuo, Syuan-Hao Sie, Kea-Tiong Tang, Chuan-Jia Jhang, Yi-Ren Chen
Publikováno v:
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, Vol 6, Iss 1, Pp 45-52 (2020)
Nonvolatile computing-in-memory (nvCIM) exhibits high potential for neuromorphic computing involving massive parallel computations and for achieving high energy efficiency. nvCIM is especially suitable for deep neural networks, which are required to
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0abd966434b714e8e65a93bf03ec68e4
https://doi.org/10.1109/jxcdc.2020.2992306
https://doi.org/10.1109/jxcdc.2020.2992306
Autor:
Zhaofang Li, Syuan-Hao Sie, Jye-Luen Lee, Yi-Ren Chen, Ting-I Chou, Ping-Chun Wu, Yu-Ting Chuang, Yu-Te Lin, I-Cherng Chen, Chih-Cheng Lu, Ying-Zong Juang, Shih-Wen Chiu, Chih-Cheng Hsieh, Meng-Fan Chang, Kea-Tiong Tang
Publikováno v:
2021 IEEE International Electron Devices Meeting (IEDM).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::16216ef728a3fa8ac13713f55a735868
https://doi.org/10.1109/iedm19574.2021.9720693
https://doi.org/10.1109/iedm19574.2021.9720693
Autor:
Yun-Chen Lo, Yen-Chi Chou, Meng-Fan Chang, Qiang Li, Kea-Tiong Tang, Ruhui Liu, Wei-Chen Wei, Tzu-Hsiang Hsu, Yen-Kai Chen, Ssu-Yen Wu, Zhixiao Zhang, Xin Si, Wei-Chiang Shih, Yajuan He, Chung-Chuan Lo, Syuan-Hao Sie, Jing-Hong Wang, Chih-Cheng Hsieh, Ta-Wei Liu, Yung-Ning Tu, William Shih, Ren-Shuo Liu, Nan-Chun Lien, Jian-Wei Su, Wei-Hsing Huanq, Pei-Jung Lu, Tai-Hsing Wen
Publikováno v:
ISSCC
Advanced AI edge chips require multibit input (IN), weight (W), and output (OUT) for CNN multiply-and-accumulate (MAC) operations to achieve an inference accuracy that is sufficient for practical applications. Computing-in-memory (CIM) is an attracti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9d8713cef5e9bb39e2be552446bbe9a4
https://doi.org/10.1109/isscc19947.2020.9062995
https://doi.org/10.1109/isscc19947.2020.9062995
Autor:
Yi-Ren Chen, Wen-Chien Ting, Meng-Fan Chang, Cheng-Te Wang, Jun-Shen Wu, Kea-Tiong Tang, Ren-Shuo Liu, Yen-Kai Chen, Chung-Chuan Lo, Syuan-Hao Sie, Chih-Cheng Hsieh, Tzu-Hsiang Hsu, Chen-Fu Yeh
Publikováno v:
ISSCC
Energy-efficient always-on motion-detection (MD) sensors are in high demand and are widely used in machine vision applications. To achieve real-time and continuous motion monitoring, high-speed low-power temporal difference imagers with corresponding
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::727037a89cc957ec266b5d568b710297
https://doi.org/10.1109/isscc19947.2020.9062926
https://doi.org/10.1109/isscc19947.2020.9062926