| Training spiking neural networks using lessons from deep learning JK Eshraghian, M Ward, EO Neftci, X Wang, G Lenz, G Dwivedi, ... Proceedings of the IEEE, 2023 | 619 | 2023 |
| Dynamical memristors for higher-complexity neuromorphic computing S Kumar, X Wang, JP Strachan, Y Yang, WD Lu Nature Reviews Materials 7 (7), 575-591, 2022 | 335 | 2022 |
| Memristor-based binarized spiking neural networks: Challenges and applications JK Eshraghian, X Wang, WD Lu IEEE Nanotechnology Magazine 16 (2), 14-23, 2022 | 71 | 2022 |
| A deep neural network accelerator based on tiled RRAM architecture X Wang, Q Wang, SH Lee, FH Meng, WD Lu 2019 IEEE International Electron Devices Meeting (IEDM), 14.4. 1-14.4. 4, 2019 | 69 | 2019 |
| A crossbar-based in-memory computing architecture X Wang, MA Zidan, WD Lu IEEE Transactions on circuits and systems i: regular papers 67 (12), 4224-4232, 2020 | 27 | 2020 |
| Bulk‐Switching Memristor‐Based Compute‐In‐Memory Module for Deep Neural Network Training Y Wu, Q Wang, Z Wang, X Wang, B Ayyagari, S Krishnan, M Chudzik, ... Advanced Materials 35 (46), 2305465, 2023 | 21 | 2023 |
| Dynamic resistive switching devices for neuromorphic computing Y Wu, X Wang, WD Lu Semiconductor Science and Technology 37 (2), 024003, 2021 | 20 | 2021 |
| TAICHI: A tiled architecture for in-memory computing and heterogeneous integration X Wang, R Pinkham, MA Zidan, FH Meng, MP Flynn, Z Zhang, WD Lu IEEE Transactions on Circuits and Systems II: Express Briefs 69 (2), 559-563, 2021 | 17 | 2021 |
| Exploring compute-in-memory architecture granularity for structured pruning of neural networks FH Meng, X Wang, Z Wang, EYJ Lee, WD Lu IEEE Journal on Emerging and Selected Topics in Circuits and Systems 12 (4 …, 2022 | 11 | 2022 |
| A novel RRAM-based adaptive-threshold LIF neuron circuit for high recognition accuracy X Wang, P Huang, Z Dong, Z Zhou, Y Jiang, R Han, L Liu, X Liu, J Kang 2018 International Symposium on VLSI Technology, Systems and Application …, 2018 | 11 | 2018 |
| PowerGAN: A Machine Learning Approach for Power Side‐Channel Attack on Compute‐in‐Memory Accelerators Z Wang, Y Wu, Y Park, S Yoo, X Wang, JK Eshraghian, WD Lu Advanced Intelligent Systems 5 (12), 2300313, 2023 | 10 | 2023 |
| RRAM-enabled AI accelerator architecture X Wang, Y Wu, WD Lu 2021 IEEE International Electron Devices Meeting (IEDM), 12.2. 1-12.2. 4, 2021 | 8 | 2021 |
| Deep neural network mapping and performance analysis on tiled rram architecture X Wang, Q Wang, FH Meng, SH Lee, WD Lu 2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020 | 6 | 2020 |
Wei D. LuJames R. Mellor Professor, EECS, Univ of Michigan, IEEE Fellow. co-founder MemryX Inc, Crossbar Inc.Verified email at umich.edu