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2020 – today
- 2024
[j3]Xiaoyu Sun
, Weidong Cao, Brian Crafton, Kerem Akarvardar, Haruki Mori, Hidehiro Fujiwara, Hiroki Noguchi, Yu-Der Chih, Meng-Fan Chang, Yih Wang, Tsung-Yung Jonathan Chang:
Efficient Processing of MLPerf Mobile Workloads Using Digital Compute-In-Memory Macros. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(4): 1191-1205 (2024)- [c14]Ming-En Shih, Shih-Wei Hsieh, Ping-Yuan Tsai, Ming-Hung Lin, Pei-Kuei Tsung, En-Jui Chang, Jenwei Liang, Shu-Hsin Chang, Chung-Lun Huang, You-Yu Nian, Zhe Wan, Sushil Kumar, Cheng-Xin Xue, Gajanan Jedhe, Hidehiro Fujiwara, Haruki Mori, Chih-Wei Chen, Po-Hua Huang, Chih-Feng Juan, Chung-Yi Chen, Tsung-Yao Lin, Ch Wang, Chih-Cheng Chen, Kevin Jou:
20.1 NVE: A 3nm 23.2TOPS/W 12b-Digital-CIM-Based Neural Engine for High-Resolution Visual-Quality Enhancement on Smart Devices. ISSCC 2024: 360-362 - [c13]Hidehiro Fujiwara, Haruki Mori, Wei-Chang Zhao, Kinshuk Khare, Cheng-En Lee, Xiaochen Peng, Vineet Joshi, Chao-Kai Chuang, Shu-Huan Hsu, Takeshi Hashizume, Toshiaki Naganuma, Chen-Hung Tien, Yao-Yi Liu, Yen-Chien Lai, Chia-Fu Lee, Tan-Li Chou, Kerem Akarvardar, Saman Adham, Yih Wang, Yu-Der Chih, Yen-Huei Chen, Hung-Jen Liao, Tsung-Yung Jonathan Chang:
34.4 A 3nm, 32.5TOPS/W, 55.0TOPS/mm2 and 3.78Mb/mm2 Fully-Digital Compute-in-Memory Macro Supporting INT12 × INT12 with a Parallel-MAC Architecture and Foundry 6T-SRAM Bit Cell. ISSCC 2024: 572-574 - 2023
- [c12]Haruki Mori, Wei-Chang Zhao, Cheng-En Lee, Chia-Fu Lee, Yu-Hao Hsu, Chao-Kai Chuang, Takeshi Hashizume, Hao-Chun Tung, Yao-Yi Liu, Shin-Rung Wu, Kerem Akarvardar, Tan-Li Chou, Hidehiro Fujiwara, Yih Wang, Yu-Der Chih, Yen-Huei Chen, Hung-Jen Liao, Tsung-Yung Jonathan Chang:
A 4nm 6163-TOPS/W/b $\mathbf{4790-TOPS/mm^{2}/b}$ SRAM Based Digital-Computing-in-Memory Macro Supporting Bit-Width Flexibility and Simultaneous MAC and Weight Update. ISSCC 2023: 132-133 - 2022
- [c11]Hidehiro Fujiwara, Haruki Mori, Wei-Chang Zhao, Mei-Chen Chuang, Rawan Naous, Chao-Kai Chuang, Takeshi Hashizume, Dar Sun, Chia-Fu Lee, Kerem Akarvardar, Saman Adham, Tan-Li Chou, Mahmut Ersin Sinangil, Yih Wang, Yu-Der Chih, Yen-Huei Chen, Hung-Jen Liao, Tsung-Yung Jonathan Chang:
A 5-nm 254-TOPS/W 221-TOPS/mm2 Fully-Digital Computing-in-Memory Macro Supporting Wide-Range Dynamic-Voltage-Frequency Scaling and Simultaneous MAC and Write Operations. ISSCC 2022: 1-3 - [c10]Chia-Fu Lee, Cheng-Han Lu, Cheng-En Lee, Haruki Mori, Hidehiro Fujiwara, Yi-Chun Shih, Tan-Li Chou, Yu-Der Chih, Tsung-Yung Jonathan Chang:
A 12nm 121-TOPS/W 41.6-TOPS/mm2 All Digital Full Precision SRAM-based Compute-in-Memory with Configurable Bit-width For AI Edge Applications. VLSI Technology and Circuits 2022: 24-25 - 2021
- [c9]Yu-Der Chih, Po-Hao Lee, Hidehiro Fujiwara, Yi-Chun Shih, Chia-Fu Lee, Rawan Naous, Yu-Lin Chen, Chieh-Pu Lo, Cheng-Han Lu, Haruki Mori, Wei-Cheng Zhao, Dar Sun, Mahmut E. Sinangil, Yen-Huei Chen, Tan-Li Chou, Kerem Akarvardar, Hung-Jen Liao, Yih Wang, Meng-Fan Chang, Tsung-Yung Jonathan Chang:
An 89TOPS/W and 16.3TOPS/mm2 All-Digital SRAM-Based Full-Precision Compute-In Memory Macro in 22nm for Machine-Learning Edge Applications. ISSCC 2021: 252-254
2010 – 2019
- 2019
- [j2]Haruki Mori, Tomoki Nakagawa, Yuki Kitahara, Yuta Kawamoto, Kenta Takagi, Shusuke Yoshimoto, Shintaro Izumi, Hiroshi Kawaguchi, Masahiko Yoshimoto:
A 28-nm FD-SOI 8T Dual-Port SRAM for Low-Energy Image Processor With Selective Sourceline Drive Scheme. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(4): 1442-1453 (2019) - 2018
- [c8]Tetsuya Youkawa, Haruki Mori, Yuki Miyauchi, Kazuki Yamada, Shintaro Izumi, Masahiko Yoshimoto, Hiroshi Kawaguchi:
Delayed Weight Update for Faster Convergence in Data-Parallel Deep Learning. GlobalSIP 2018: 663-667 - [c7]Haruki Mori, Shintaro Izumi, Hiroshi Kawaguchi, Masahiko Yoshimoto:
28-nm FD-SOI Dual-Port SRAM with MSB-Based Inversion Logic for Low-Power Deep Learning. ICECS 2018: 161-164 - [c6]Yuki Miyauchi, Haruki Mori, Tetsuya Youkawa, Kazuki Yamada, Shintato Izumi, Masahiko Yoshimoto, Hiroshi Kawaguchi, Atsuki Inoue:
Layer Skip Learning using LARS variables for 39% Faster Conversion Time and Lower Bandwidth. ICECS 2018: 673-676 - [c5]Kazuki Yamada, Haruki Mori, Tetsuya Youkawa, Yuki Miyauchi, Shintaro Izumi, Masahiko Yoshimoto, Hiroshi Kawaguchi:
Adaptive Learning Rate Adjustment with Short-Term Pre-Training in Data-Parallel Deep Learning. SiPS 2018: 100-105 - 2017
- [c4]Haruki Mori, Tetsuya Youkawa, Shintaro Izumi, Masahiko Yoshimoto, Hiroshi Kawaguchi, Atsuki Inoue:
A layer-block-wise pipeline for memory and bandwidth reduction in distributed deep learning. MLSP 2017: 1-6 - 2016
- [j1]Haruki Mori, Yohei Umeki, Shusuke Yoshimoto, Shintaro Izumi, Koji Nii, Hiroshi Kawaguchi, Masahiko Yoshimoto:
A 28-nm 484-fJ/writecycle 650-fJ/readcycle 8T Three-Port FD-SOI SRAM for Image Processor. IEICE Trans. Electron. 99-C(8): 901-908 (2016) - [c3]Haruki Mori, Tomoki Nakagawa, Yuki Kitahara, Yuta Kawamoto, Kenta Takagi, Shusuke Yoshimoto, Shintaro Izumi, Hiroshi Kawaguchi, Masahiko Yoshimoto:
An low-energy 8T dual-port SRAM for image processor with selective sourceline drive scheme in 28-nm FD-SOI process technology. ICECS 2016: 532-535 - 2015
- [c2]Haruki Mori, Tomoki Nakagawa, Yuki Kitahara, Yuta Kawamoto, Kenta Takagi, Shusuke Yoshimoto, Shintaro Izumi, Koji Nii, Hiroshi Kawaguchi, Masahiko Yoshimoto:
A 298-fJ/writecycle 650-fJ/readcycle 8T three-port SRAM in 28-nm FD-SOI process technology for image processor. CICC 2015: 1-4 - [c1]Tomoki Nakagawa, Shintaro Izumi, Koji Yanagida, Yuki Kitahara, Shusuke Yoshimoto, Yohei Umeki, Haruki Mori, Hiroto Kitahara, Hiroshi Kawaguchi, Hiromitsu Kimura, Kyoji Marumoto, Takaaki Fuchikami, Yoshikazu Fujimori, Masahiko Yoshimoto:
A low power 6T-4C non-volatile memory using charge sharing and non-precharge techniques. ISCAS 2015: 2904-2907
Coauthor Index
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