Browsing by Author
Zhu, Shien
Showing results 1 to 9 of 9
| Issue Date | Title | Author(s) |
| 2022 | Deep learning acceleration: from quantization to in-memory computing | Zhu, Shien |
| 2021 | EDLAB : a benchmark for edge deep learning accelerators | Kong, Hao; Huai, Shuo; Liu, Di; Zhang, Lei; Chen, Hui; Zhu, Shien; Li, Shiqing; Liu, Weichen; Rastogi, Manu; Subramaniam, Ravi; Athreya, Madhu; Lewis, M. Anthony |
| 2023 | An efficient sparse LSTM accelerator on embedded FPGAs with bandwidth-oriented pruning | Li, Shiqing; Zhu, Shien; Luo, Xiangzhong; Luo, Tao; Liu, Weichen |
| 2022 | FAT: an in-memory accelerator with fast addition for ternary weight neural networks | Zhu, Shien; Duong, Luan H. K.; Chen, Hui; Liu, Di; Liu, Weichen |
| 2022 | iMAD: an in-memory accelerator for AdderNet with efficient 8-bit addition and subtraction operations | Zhu, Shien; Li, Shiqing; Liu, Weichen |
| 2023 | iMAT: energy-efficient in-memory acceleration for ternary neural networks with sparse dot product | Zhu, Shien; Huai, Shuo; Xiong, Guochu; Liu, Weichen |
| 2021 | Parallel multipath transmission for burst traffic optimization in point-to-point NoCs | Chen, Hui; Zhang, Zihao; Chen, Peng; Zhu, Shien; Liu, Weichen |
| 2022 | TAB : unified and optimized ternary, binary and mixed-precision neural network inference on the edge | Zhu, Shien; Duong, Luan H. K.; Liu, Weichen |
| 2020 | XOR-Net : an efficient computation pipeline for binary neural network inference on edge devices | Zhu, Shien; Duong, Luan H. K.; Liu, Weichen |