Three-dimensional (3D) vertical resistive random-access memory (VRRAM) synapses for neural network systems W Sun, S Choi, B Kim, J Park Materials 12 (20), 3451, 2019 | 17 | 2019 |
Memristor neural network training with clock synchronous neuromorphic system S Jo, W Sun, B Kim, S Kim, J Park, H Shin Micromachines 10 (6), 384, 2019 | 13 | 2019 |
An efficient 3d reram convolution processor design for binarized weight networks B Kim, E Hanson, H Li IEEE Transactions on Circuits and Systems II: Express Briefs 68 (5), 1600-1604, 2021 | 9 | 2021 |
Leveraging 3d vertical rram to developing neuromorphic architecture for pattern classification B Kim, H Li 2020 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 258-263, 2020 | 8 | 2020 |
Inca: Input-stationary dataflow at outside-the-box thinking about deep learning accelerators B Kim, S Li, H Li 2023 IEEE International Symposium on High-Performance Computer Architecture …, 2023 | 7 | 2023 |
Analysis of the memristor-based crossbar synapse for neuromorphic systems B Kim, S Jo, W Sun, H Shin Journal of nanoscience and nanotechnology 19 (10), 6703-6709, 2019 | 6 | 2019 |
Effect of initial synaptic state on pattern classification accuracy of 3d vertical resistive random access memory (vrram) synapses W Sun, S Choi, B Kim, H Shin Journal of Nanoscience and Nanotechnology 20 (8), 4730-4734, 2020 | 3 | 2020 |
Monolithic 3D stacking for neural network acceleration B Kim, H Li Nature Electronics 6 (12), 937-938, 2023 | 2 | 2023 |
Bionic robust memristor-based artificial nociception system for robotics G Feng, B Kim, HH Li 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 3552-3556, 2022 | 1 | 2022 |
Processing-in-Memory Designs Based on Emerging Technology for Efficient Machine Learning Acceleration B Kim, H Li, Y Chen Proceedings of the Great Lakes Symposium on VLSI 2024, 614-619, 2024 | | 2024 |
Towards the Efficiency, Heterogeneity, and Robustness of Edge AI B Kim, Z Du, J Sun, Y Chen 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-7, 2023 | | 2023 |