8-b Precision 8-Mb ReRAM Compute-in-Memory Macro Using Direct-Current-Free Time-Domain Readout Scheme for AI Edge Devices.

Chin-I Su

Je-Min Hung Tai-Hao Wen Yen-Hsiang Huang Sheng-Po Huang Fu-Chun Chang Chin-I Su Win-San Khwa Chung-Chuan Lo Ren-Shuo Liu Chih-Cheng Hsieh Kea-Tiong Tang Yu-Der Chih Tsung-Yung Jonathan Chang Meng-Fan Chang 8-b Precision 8-Mb ReRAM Compute-in-Memory Macro Using Direct-Current-Free Time-Domain Readout Scheme for AI Edge Devices. 303-315 2023 58 IEEE J. Solid State Circuits 1 https://doi.org/10.1109/JSSC.2022.3200515 db/journals/jssc/jssc58.html#HungWHHCSKLLHTC23

Tai-Hao Wen Je-Min Hung Hung-Hsi Hsu Yuan Wu 0009 Fu-Chun Chang Chung-Yuan Li Chih-Han Chien Chin-I Su Win-San Khwa Jui-Jen Wu Chung-Chuan Lo Ren-Shuo Liu Chih-Cheng Hsieh Kea-Tiong Tang Mon-Shu Ho Yu-Der Chih Tsung-Yung Jonathan Chang Meng-Fan Chang A 28nm Nonvolatile AI Edge Processor using 4Mb Analog-Based Near-Memory-Compute ReRAM with 27.2 TOPS/W for Tiny AI Edge Devices. 1-2 2023 VLSI Technology and Circuits https://doi.org/10.23919/VLSITechnologyandCir57934.2023.10185326 conf/vlsit/2023 db/conf/vlsit/vlsit2023.html#WenHHWCLCSKWLLH23 Je-Min Hung Yen-Hsiang Huang Sheng-Po Huang Fu-Chun Chang Tai-Hao Wen Chin-I Su Win-San Khwa Chung-Chuan Lo Ren-Shuo Liu Chih-Cheng Hsieh Kea-Tiong Tang Yu-Der Chih Tsung-Yung Jonathan Chang Meng-Fan Chang An 8-Mb DC-Current-Free Binary-to-8b Precision ReRAM Nonvolatile Computing-in-Memory Macro using Time-Space-Readout with 1286.4-21.6TOPS/W for Edge-AI Devices. 1-3 2022 ISSCC https://doi.org/10.1109/ISSCC42614.2022.9731715 conf/isscc/2022 db/conf/isscc/isscc2022.html#HungHHCWSKLLHTC22

Ziyun Li 0001 Zhehong Wang Li Xu 0006 Qing Dong 0001 Bowen Liu 0001 Chin-I Su Wen-Ting Chu George Tsou Yu-Der Chih Tsung-Yung Jonathan Chang Dennis Sylvester Hun-Seok Kim David T. Blaauw RRAM-DNN: An RRAM and Model-Compression Empowered All-Weights-On-Chip DNN Accelerator. 1105-1115 2021 56 IEEE J. Solid State Circuits 4 https://doi.org/10.1109/JSSC.2020.3045369 db/journals/jssc/jssc56.html#LiW00LSCTCCSKB21

Cheng-Xin Xue Je-Min Hung Hui-Yao Kao Yen-Hsiang Huang Sheng-Po Huang Fu-Chun Chang Peng Chen Ta-Wei Liu Chuan-Jia Jhang Chin-I Su Win-San Khwa Chung-Chuan Lo Ren-Shuo Liu Chih-Cheng Hsieh Kea-Tiong Tang Yu-Der Chih Tsung-Yung Jonathan Chang Meng-Fan Chang A 22nm 4Mb 8b-Precision ReRAM Computing-in-Memory Macro with 11.91 to 195.7TOPS/W for Tiny AI Edge Devices. 245-247 2021 ISSCC https://doi.org/10.1109/ISSCC42613.2021.9365769 conf/isscc/2021 db/conf/isscc/isscc2021.html#XueHKHHCCLJSKLL21 Chung-Cheng Chou Zheng-Jun Lin Chien-An Lai Chin-I Su Pei-Ling Tseng Wei-Chi Chen Wu-Chin Tsai Wen-Ting Chu Tong-Chern Ong Harry Chuang Yu-Der Chih Tsung-Yung Jonathan Chang A 22nm 96KX144 RRAM Macro with a Self-Tracking Reference and a Low Ripple Charge Pump to Achieve a Configurable Read Window and a Wide Operating Voltage Range. 1-2 2020 VLSI Circuits https://doi.org/10.1109/VLSICircuits18222.2020.9163014 conf/vlsic/2020 db/conf/vlsic/vlsic2020.html#ChouLLSTCTCOCCC20 Zhehong Wang Ziyun Li 0001 Li Xu 0006 Qing Dong 0001 Chin-I Su Wen-Ting Chu George Tsou Yu-Der Chih Tsung-Yung Jonathan Chang Dennis Sylvester Hun-Seok Kim David T. Blaauw An All-Weights-on-Chip DNN Accelerator in 22nm ULL Featuring 24×1 Mb eRRAM. 1-2 2020 VLSI Circuits https://doi.org/10.1109/VLSICircuits18222.2020.9162811 conf/vlsic/2020 db/conf/vlsic/vlsic2020.html#WangLX0SCTCCSKB20 Chien-An Lai Chung-Cheng Chou Chi-Hsiang Weng Zheng-Jun Lin Pei-Ling Tseng Chien-Fan Wang Chih-Chen Wang Chin-I Su Wei-Chi Chen Yu-Cheng Lin Tong-Chern Ong Chi Chang Yu-Der Chih Tsung-Yung Jonathan Chang Logic Process Compatible 40nm 256K×144 Embedded RRAM with Low Voltage Current Limiter and Ambient Compensation Scheme to Improve the Read Window. 13-16 2018 A-SSCC https://doi.org/10.1109/ASSCC.2018.8579345 conf/asscc/2018 db/conf/asscc/asscc2018.html#LaiCWLTWWSCLOCC18 Trong-Hieu Tran Paul C.-P. Chao 0001 Chin-I Su Hsiao-Wen Zan A fast readout circuit for an organic vertical nano-junction sensor. 1-3 2016 IEEE SENSORS https://doi.org/10.1109/ICSENS.2016.7808665 conf/ieeesensors/2016 db/conf/ieeesensors/ieeesensors2016.html#TranCSZ16 David T. Blaauw Chi Chang Fu-Chun Chang Meng-Fan Chang Tsung-Yung Jonathan Chang Paul C.-P. Chao 0001 Peng Chen Wei-Chi Chen Chih-Han Chien Yu-Der Chih Chung-Cheng Chou Wen-Ting Chu Harry Chuang Qing Dong 0001 Mon-Shu Ho Chih-Cheng Hsieh Hung-Hsi Hsu Sheng-Po Huang Yen-Hsiang Huang Je-Min Hung Chuan-Jia Jhang Hui-Yao Kao Win-San Khwa Hun-Seok Kim Chien-An Lai Chung-Yuan Li Ziyun Li 0001 Yu-Cheng Lin Zheng-Jun Lin Bowen Liu 0001 Ren-Shuo Liu Ta-Wei Liu Chung-Chuan Lo Tong-Chern Ong Dennis Sylvester Kea-Tiong Tang Trong-Hieu Tran Wu-Chin Tsai Pei-Ling Tseng George Tsou Chien-Fan Wang Chih-Chen Wang Zhehong Wang Tai-Hao Wen Chi-Hsiang Weng Jui-Jen Wu Yuan Wu 0009 Li Xu 0006 Cheng-Xin Xue Hsiao-Wen Zan