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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
272021
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
172020
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
112021
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
32021
Understanding Hyperdimensional Computing for Parallel Single-Pass Learning
T Yu, Y Zhang, Z Zhang, C De Sa
arXiv preprint arXiv:2202.04805, 2022
22022
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
12022
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