Lei Deng (邓磊)
Lei Deng (邓磊)
Assistant Professor at Tsinghua University
Verified email at mail.tsinghua.edu.cn - Homepage
Title
Cited by
Cited by
Year
Towards artificial general intelligence with hybrid Tianjic chip architecture
J Pei*, L Deng*, S Song, M Zhao, Y Zhang, S Wu, G Wang, Z Zou, Z Wu, ...
Nature 572 (7767), 106, 2019
1912019
Spatio-temporal backpropagation for training high-performance spiking neural networks
Y Wu*, L Deng*, G Li, J Zhu, L Shi
Frontiers in neuroscience 12, 331, 2018
1872018
Model compression and hardware acceleration for neural networks: A comprehensive survey
L Deng, G Li, S Han, L Shi, Y Xie
Proceedings of the IEEE 108 (4), 485-532, 2020
932020
Direct training for spiking neural networks: Faster, larger, better
Y Wu, L Deng, G Li, J Zhu, Y Xie, L Shi
Proceedings of the AAAI Conference on Artificial Intelligence 33, 1311-1318, 2019
932019
GXNOR-Net: Training deep neural networks with ternary weights and activations without full-precision memory under a unified discretization framework
L Deng, P Jiao, J Pei, Z Wu, G Li
Neural Networks 100, 49-58, 2018
89*2018
-Norm Batch Normalization for Efficient Training of Deep Neural Networks
S Wu, G Li, L Deng, L Liu, D Wu, Y Xie, L Shi
IEEE transactions on neural networks and learning systems 30 (7), 2043-2051, 2018
692018
Minimum-cost control of complex networks
G Li, W Hu, G Xiao, L Deng, P Tang, J Pei, L Shi
New Journal of Physics 18 (1), 013012, 2015
622015
Complex learning in bio-plausible memristive networks
L Deng, G Li, N Deng, D Wang, Z Zhang, W He, H Li, J Pei, L Shi
Scientific reports 5 (1), 1-10, 2015
382015
Hygcn: A gcn accelerator with hybrid architecture
M Yan, L Deng, X Hu, L Liang, Y Feng, X Ye, Z Zhang, D Fan, Y Xie
2020 IEEE International Symposium on High Performance Computer Architecture …, 2020
372020
Rethinking the performance comparison between SNNS and ANNS
L Deng, Y Wu, X Hu, L Liang, Y Ding, G Li, G Zhao, P Li, Y Xie
Neural Networks 121, 294-307, 2020
362020
Development of a neuromorphic computing system
L Shi, J Pei, N Deng, D Wang, L Deng, Y Wang, Y Zhang, F Chen, M Zhao, ...
2015 IEEE International Electron Devices Meeting (IEDM), 4.3. 1-4.3. 4, 2015
362015
Deepsniffer: A dnn model extraction framework based on learning architectural hints
X Hu, L Liang, S Li, L Deng, P Zuo, Y Ji, X Xie, Y Ding, C Liu, T Sherwood, ...
Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020
34*2020
Temperature based restricted Boltzmann machines
G Li*, L Deng*, Y Xu, C Wen, W Wang, J Pei, L Shi
Scientific reports 6, 19133, 2016
322016
Memory trojan attack on neural network accelerators
Y Zhao, X Hu, S Li, J Ye, L Deng, Y Ji, J Xu, D Wu, Y Xie
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019
282019
HitNet: Hybrid ternary recurrent neural network
P Wang, X Xie, L Deng, G Li, D Wang, Y Xie
Proceedings of the 32nd International Conference on Neural Information …, 2018
272018
Training high-performance and large-scale deep neural networks with full 8-bit integers
Y Yang*, L Deng*, S Wu, T Yan, Y Xie, G Li
Neural Networks, 2020
262020
Enabling Controlling Complex Networks with Local Topological Information
G Li*, L Deng*, G Xiao, P Tang, C Wen, W Hu, J Pei, L Shi, HE Stanley
Scientific reports 8, 4593, 2018
252018
Crossbar-aware neural network pruning
L Liang*, L Deng*, Y Zeng, X Hu, Y Ji, X Ma, G Li, Y Xie
arXiv preprint arXiv:1807.10816, 2018
232018
Dynamic Sparse Graph for Efficient Deep Learning
L Liu*, L Deng*, X Hu, M Zhu, G Li, Y Ding, Y Xie
International Conference on Learning Representations (ICLR 2019), 2018
222018
Power-efficient neural network with artificial dendrites
X Li, J Tang, Q Zhang, B Gao, JJ Yang, S Song, W Wu, W Zhang, P Yao, ...
Nature Nanotechnology 15 (9), 776-782, 2020
202020
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