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 | 304 | 2020 |
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 | 281 | 2018 |
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 | 260 | 2011 |
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 | 228 | 2019 |
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 | 213 | 2018 |
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 | 190 | 2019 |
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 | 171 | 2012 |
Differential sensing and TSV timing control scheme for 3D-IC WC Wu, YH Chen, MF Chang US Patent 7,969,193, 2011 | 169 | 2011 |
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 | 163 | 2020 |
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 | 158 | 2020 |
A 130 mV SRAM with expanded write and read margins for subthreshold applications MF Chang, SW Chang, PW Chou, WC Wu IEEE Journal of Solid-State Circuits 46 (2), 520-529, 2010 | 156 | 2010 |
Ambient energy harvesting nonvolatile processors: From circuit to system Y Liu, Z Li, H Li, Y Wang, X Li, K Ma, S Li, MF Chang, S John, Y Xie, J Shu, ... Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015 | 145 | 2015 |
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 | 141 | 2019 |
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 | 135 | 2020 |
Fast-write resistive RAM (RRAM) for embedded applications SS Sheu, KH Cheng, MF Chang, PC Chiang, WP Lin, HY Lee, PS Chen, ... IEEE Design & Test of Computers 28 (1), 64-71, 2010 | 129 | 2010 |
19.4 embedded 1Mb ReRAM in 28nm CMOS with 0.27-to-1V read using swing-sample-and-couple sense amplifier and self-boost-write-termination scheme MF Chang, JJ Wu, TF Chien, YC Liu, TC Yang, WC Shen, YC King, CJ Lin, ... 2014 IEEE International Solid-State Circuits Conference Digest of Technical …, 2014 | 127 | 2014 |
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 | 125 | 2020 |
A low store energy, low VDDmin, nonvolatile 8T2R SRAM with 3D stacked RRAM devices for low power mobile applications PF Chiu, MF Chang, SS Sheu, KF Lin, PC Chiang, CW Wu, WP Lin, ... 2010 Symposium on VLSI Circuits, 229-230, 2010 | 120 | 2010 |
Nonvolatile memory design based on ferroelectric FETs S George, K Ma, A Aziz, X Li, A Khan, S Salahuddin, MF Chang, S Datta, ... Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016 | 112 | 2016 |
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 | 111 | 2019 |