Efficient implementations of reduced precision redundancy (RPR) multiply and accumulate (MAC) K Chen, L Chen, P Reviriego, F Lombardi IEEE Transactions on Computers 68 (5), 784-790, 2018 | 31 | 2018 |
Two approximate voting schemes for reliable computing K Chen, J Han, F Lombardi IEEE Transactions on Computers 66 (7), 1227-1239, 2017 | 22 | 2017 |
Matrix multiplication by an inexact systolic array K Chen, F Lombardi, J Han Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale …, 2015 | 22 | 2015 |
Approximate softmax functions for energy-efficient deep neural networks K Chen, Y Gao, H Waris, W Liu, F Lombardi IEEE Transactions on Very Large Scale Integration (VLSI) Systems 31 (1), 4-16, 2022 | 12 | 2022 |
Design of an approximate FFT processor based on approximate complex multipliers J Du, K Chen, P Yin, C Yan, W Liu 2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 308-313, 2021 | 12 | 2021 |
Profile-based output error compensation for approximate arithmetic circuits K Chen, W Liu, J Han, F Lombardi IEEE Transactions on Circuits and Systems I: Regular Papers 67 (12), 4707-4718, 2020 | 12 | 2020 |
Reduced precision redundancy for reliable processing of data S Liu, K Chen, P Reviriego, W Liu, A Louri, F Lombardi IEEE Transactions on Emerging Topics in Computing 9 (4), 1960-1971, 2019 | 12 | 2019 |
Design and evaluation of two MTJ-based content addressable non-volatile memory cells K Chen, J Han, F Lombardi 2013 13th IEEE International Conference on Nanotechnology (IEEE-NANO 2013 …, 2013 | 12 | 2013 |
MLiM: High-performance magnetic logic in-memory scheme with unipolar switching SOT-MRAM B Wu, H Zhu, K Chen, C Yan, W Liu IEEE Transactions on Circuits and Systems I: Regular Papers 70 (6), 2412-2424, 2023 | 9 | 2023 |
On the restore operation in MTJ-based nonvolatile SRAM cells K Chen, J Han, F Lombardi IEEE Transactions on Very Large Scale Integration (VLSI) Systems 23 (11 …, 2014 | 9 | 2014 |
An energy-efficient computing-in-memory (CiM) scheme using field-free spin-orbit torque (SOT) magnetic RAMs B Wu, H Zhu, D Reis, Z Wang, Y Wang, K Chen, W Liu, F Lombardi, ... IEEE Transactions on Emerging Topics in Computing 11 (2), 331-342, 2023 | 8 | 2023 |
Design and analysis of an approximate 2D convolver K Chen, F Lombardi, J Han 2016 IEEE International Symposium on Defect and Fault Tolerance in VLSI and …, 2016 | 8 | 2016 |
On the nonvolatile performance of flip-flop/SRAM cells with a single MTJ K Chen, J Han, F Lombardi IEEE Transactions on Very Large Scale Integration (VLSI) Systems 23 (6 …, 2014 | 8 | 2014 |
GBC: An energy-efficient LSTM accelerator with gating units level balanced compression strategy B Wu, Z Wang, K Chen, C Yan, W Liu IEEE Transactions on Circuits and Systems I: Regular Papers 69 (9), 3655-3665, 2022 | 6 | 2022 |
An approximate voting scheme for reliable computing K Chen, F Lombardi, J Han 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), 293-296, 2015 | 6 | 2015 |
Edge-side fine-grained sparse CNN accelerator with efficient dynamic pruning scheme B Wu, T Yu, K Chen, W Liu IEEE Transactions on Circuits and Systems I: Regular Papers, 2024 | 5 | 2024 |
Energy-efficient oriented approximate quantization scheme for fine-grained sparse neural network acceleration T Yu, B Wu, K Chen, C Yan, W Liu 2022 IEEE 40th International Conference on Computer Design (ICCD), 762-769, 2022 | 4 | 2022 |
Data stream oriented fine-grained sparse CNN accelerator with efficient unstructured pruning strategy T Yu, B Wu, K Chen, C Yan, W Liu Proceedings of the Great Lakes Symposium on VLSI 2022, 243-248, 2022 | 4 | 2022 |
Paxc: A probabilistic-oriented approximate computing methodology for anns P Huang, C Wang, K Chen, W Liu 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2022 | 4 | 2022 |
Low-power approximate RPR scheme for unsigned integer arithmetic computation K Chen, W Liu, A Louri, F Lombardi IEEE Open Journal of Nanotechnology 3, 36-44, 2022 | 4 | 2022 |