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Meng-Fan Chang
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Neuro-inspired computing chips
W Zhang, B Gao, J Tang, P Yao, S Yu, MF Chang, HJ Yoo, H Qian, H Wu
Nature electronics 3 (7), 371-382, 2020
6262020
Memristive technologies for data storage, computation, encryption, and radio-frequency communication
M Lanza, A Sebastian, WD Lu, M Le Gallo, MF Chang, D Akinwande, ...
Science 376 (6597), eabj9979, 2022
3962022
A 65nm 1Mb nonvolatile computing-in-memory ReRAM macro with sub-16ns multiply-and-accumulate for binary DNN AI edge processors
WH Chen, KX Li, WY Lin, KH Hsu, PY Li, CH Yang, CX Xue, EY Yang, ...
2018 IEEE International Solid-State Circuits Conference-(ISSCC), 494-496, 2018
3512018
24.1 A 1Mb multibit ReRAM computing-in-memory macro with 14.6 ns parallel MAC computing time for CNN based AI edge processors
CX Xue, WH Chen, JS Liu, JF Li, WY Lin, WE Lin, JH Wang, WC Wei, ...
2019 IEEE International Solid-State Circuits Conference-(ISSCC), 388-390, 2019
2822019
A 4Mb embedded SLC resistive-RAM macro with 7.2 ns read-write random-access time and 160ns MLC-access capability
SS Sheu, MF Chang, KF Lin, CW Wu, YS Chen, PF Chiu, CC Kuo, ...
2011 IEEE International Solid-State Circuits Conference, 200-202, 2011
2732011
A 65nm 4Kb algorithm-dependent computing-in-memory SRAM unit-macro with 2.3 ns and 55.8 TOPS/W fully parallel product-sum operation for binary DNN edge processors
WS Khwa, JJ Chen, JF Li, X Si, EY Yang, X Sun, R Liu, PY Chen, Q Li, ...
2018 IEEE International Solid-State Circuits Conference-(ISSCC), 496-498, 2018
2682018
16.4 An 89TOPS/W and 16.3TOPS/mm2 All-Digital SRAM-Based Full-Precision Compute-In Memory Macro in 22nm for Machine-Learning Edge Applications
YD Chih, PH Lee, H Fujiwara, YC Shih, CF Lee, R Naous, YL Chen, ...
2021 IEEE International Solid-State Circuits Conference (ISSCC) 64, 252-254, 2021
2512021
33.2 A fully integrated analog ReRAM based 78.4 TOPS/W compute-in-memory chip with fully parallel MAC computing
Q Liu, B Gao, P Yao, D Wu, J Chen, Y Pang, W Zhang, Y Liao, CX Xue, ...
2020 IEEE International Solid-State Circuits Conference-(ISSCC), 500-502, 2020
2472020
24.5 A twin-8T SRAM computation-in-memory macro for multiple-bit CNN-based machine learning
X Si, JJ Chen, YN Tu, WH Huang, JH Wang, YC Chiu, WC Wei, SY Wu, ...
2019 IEEE International Solid-State Circuits Conference-(ISSCC), 396-398, 2019
2462019
15.4 A 22nm 2Mb ReRAM compute-in-memory macro with 121-28TOPS/W for multibit MAC computing for tiny AI edge devices
CX Xue, TY Huang, JS Liu, TW Chang, HY Kao, JH Wang, TW Liu, ...
2020 IEEE International Solid-State Circuits Conference-(ISSCC), 244-246, 2020
2362020
Differential sensing and TSV timing control scheme for 3D-IC
WC Wu, YH Chen, MF Chang
US Patent 7,969,193, 2011
2192011
CMOS-integrated memristive non-volatile computing-in-memory for AI edge processors
WH Chen, C Dou, KX Li, WY Lin, PY Li, JH Huang, JH Wang, WC Wei, ...
Nature Electronics 2 (9), 420-428, 2019
2142019
15.5 A 28nm 64Kb 6T SRAM computing-in-memory macro with 8b MAC operation for AI edge chips
X Si, YN Tu, WH Huang, JW Su, PJ Lu, JH Wang, TW Liu, SY Wu, R Liu, ...
2020 IEEE international solid-state circuits conference-(ISSCC), 246-248, 2020
2132020
A twin-8T SRAM computation-in-memory unit-macro for multibit CNN-based AI edge processors
X Si, JJ Chen, YN Tu, WH Huang, JH Wang, YC Chiu, WC Wei, SY Wu, ...
IEEE Journal of Solid-State Circuits 55 (1), 189-202, 2019
1932019
Low store energy, low VDDmin, 8T2R nonvolatile latch and SRAM with vertical-stacked resistive memory (memristor) devices for low power mobile applications
PF Chiu, MF Chang, CW Wu, CH Chuang, SS Sheu, YS Chen, MJ Tsai
IEEE Journal of Solid-State Circuits 47 (6), 1483-1496, 2012
1892012
Challenges and trends of SRAM-based computing-in-memory for AI edge devices
CJ Jhang, CX Xue, JM Hung, FC Chang, MF Chang
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (5), 1773-1786, 2021
1862021
15.2 A 28nm 64Kb inference-training two-way transpose multibit 6T SRAM compute-in-memory macro for AI edge chips
JW Su, X Si, YC Chou, TW Chang, WH Huang, YN Tu, R Liu, PJ Lu, ...
2020 IEEE International Solid-State Circuits Conference-(ISSCC), 240-242, 2020
1752020
16.1 A 22nm 4Mb 8b-precision ReRAM computing-in-memory macro with 11.91 to 195.7 TOPS/W for tiny AI edge devices
CX Xue, JM Hung, HY Kao, YH Huang, SP Huang, FC Chang, P Chen, ...
2021 IEEE International Solid-State Circuits Conference (ISSCC) 64, 245-247, 2021
1692021
In-memory learning with analog resistive switching memory: A review and perspective
Y Xi, B Gao, J Tang, A Chen, MF Chang, XS Hu, J Van Der Spiegel, ...
Proceedings of the IEEE 109 (1), 14-42, 2020
1682020
16.3 A 28nm 384kb 6T-SRAM computation-in-memory macro with 8b precision for AI edge chips
JW Su, YC Chou, R Liu, TW Liu, PJ Lu, PC Wu, YL Chung, LY Hung, ...
2021 IEEE International Solid-State Circuits Conference (ISSCC) 64, 250-252, 2021
1642021
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