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Yichi Zhang
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FracBNN: Accurate and FPGA-efficient binary neural networks with fractional activations
Y Zhang, J Pan, X Liu, H Chen, D Chen, Z Zhang
The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021
802021
Pokebnn: A binary pursuit of lightweight accuracy
Y Zhang, Z Zhang, L Lew
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
362022
Logic synthesis meets machine learning: Trading exactness for generalization
S Rai, WL Neto, Y Miyasaka, X Zhang, M Yu, Q Yi, M Fujita, GB Manske, ...
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021
292021
Precision gating: Improving neural network efficiency with dynamic dual-precision activations
Y Zhang, R Zhao, W Hua, N Xu, GE Suh, Z Zhang
arXiv preprint arXiv:2002.07136, 2020
272020
Understanding hyperdimensional computing for parallel single-pass learning
T Yu, Y Zhang, Z Zhang, CM De Sa
Advances in Neural Information Processing Systems 35, 1157-1169, 2022
172022
Bullettrain: Accelerating robust neural network training via boundary example mining
W Hua, Y Zhang, C Guo, Z Zhang, GE Suh
Advances in Neural Information Processing Systems 34, 18527-18538, 2021
152021
Binarized Neural Machine Translation
Y Zhang, A Garg, Y Cao, L Lew, B Ghorbani, Z Zhang, O Firat
Advances in Neural Information Processing Systems 36, 2024
42024
A 28nm 8-bit Floating-Point Tensor Core based CNN Training Processor with Dynamic Activation/Weight Sparsification
SK Venkataramanaiah, J Meng, HS Suh, I Yeo, J Saikia, SK Cherupally, ...
ESSCIRC 2022-IEEE 48th European Solid State Circuits Conference (ESSCIRC), 89-92, 2022
32022
A 28-nm 8-bit Floating-Point Tensor Core-Based Programmable CNN Training Processor With Dynamic Structured Sparsity
SK Venkataramanaiah, J Meng, HS Suh, I Yeo, J Saikia, SK Cherupally, ...
IEEE Journal of Solid-State Circuits, 2023
12023
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