| Restructuring batch normalization to accelerate CNN training W Jung, D Jung, B Kim, S Lee, W Rhee, JH Ahn Proceedings of Machine Learning and Systems 1, 14-26, 2019 | 77 | 2019 |
| Trim: Enhancing processor-memory interfaces with scalable tensor reduction in memory J Park, B Kim, S Yun, E Lee, M Rhu, JH Ahn MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021 | 48 | 2021 |
| MViD: Sparse matrix-vector multiplication in mobile dram for accelerating recurrent neural networks B Kim, J Chung, E Lee, W Jung, S Lee, J Choi, J Park, M Wi, S Lee, ... IEEE Transactions on Computers 69 (7), 955-967, 2020 | 27 | 2020 |
| TRiM: Tensor reduction in memory B Kim, J Park, E Lee, M Rhu, JH Ahn IEEE Computer Architecture Letters 20 (1), 5-8, 2020 | 19 | 2020 |
| An FPGA-based RNN-T Inference Accelerator with PIM-HBM S Kang, S Lee, B Kim, H Kim, K Sohn, NS Kim, E Lee Proceedings of the 2022 ACM/SIGDA International Symposium on Field …, 2022 | 9 | 2022 |
| Accelerating transformer networks through recomposing softmax layers J Choi, H Li, B Kim, S Hwang, JH Ahn 2022 IEEE International Symposium on Workload Characterization (IISWC), 92-103, 2022 | 8 | 2022 |
| GraNDe: Near-Data Processing Architecture With Adaptive Matrix Mapping for Graph Convolutional Networks S Yun, B Kim, J Park, H Nam, JH Ahn, E Lee IEEE Computer Architecture Letters 21 (2), 45-48, 2022 | 6 | 2022 |
| Semiconductor memory device employing processing in memory (PIM) and operation method of the semiconductor memory device S Seo, B Kim, J Park, J Ahn, WI Minbok, S Lee, LEE Eojin, J Wonkyung, ... US Patent 11,139,033, 2021 | 5 | 2021 |
| Samsung PIM/PNM for Transfmer Based AI: Energy Efficiency on PIM/PNM Cluster JH Kim, Y Ro, J So, S Lee, S Kang, YG Cho, H Kim, B Kim, K Kim, S Park, ... 2023 IEEE Hot Chips 35 Symposium (HCS), 1-31, 2023 | 2 | 2023 |
| GraNDe: Efficient Near-Data Processing Architecture for Graph Neural Networks S Yun, H Nam, J Park, B Kim, JH Ahn, E Lee IEEE Transactions on Computers, 2023 | 2 | 2023 |
| An Architecture of Sparse Length Sum Accelerator in AxDIMM S Kang, B Kim, S Lee, K Sohn 2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022 | 2 | 2022 |
| MVP: An Efficient CNN Accelerator with Matrix, Vector, and Processing-Near-Memory Units S Lee, J Choi, W Jung, B Kim, J Park, H Kim, JH Ahn ACM Transactions on Design Automation of Electronic Systems (TODAES) 27 (5 …, 2022 | 2 | 2022 |
| Method and apparatus with data processing Y Ro, B Kim, J Park, J Ahn, WI Minbok, S Lee, LEE Eojin, J Wonkyung, ... US Patent 11,436,477, 2022 | 1 | 2022 |
| Semiconductor memory device employing processing in memory (PIM) and operation method of the semiconductor memory device S Seo, B Kim, J Park, J Ahn, WI Minbok, S Lee, LEE Eojin, J Wonkyung, ... US Patent 11,600,340, 2023 | | 2023 |
| Method and apparatus with data processing Y Ro, B Kim, J Park, J Ahn, WI Minbok, S Lee, LEE Eojin, J Wonkyung, ... US Patent App. 17/876,136, 2022 | | 2022 |
