| Training and inference with integers in deep neural networks S Wu, G Li, F Chen, L Shi arXiv preprint arXiv:1802.04680, 2018 | 324 | 2018 |
| 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 | 321 | 2018 |
| 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), 106-111, 2019 | 313 | 2019 |
| 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 | 273 | 2020 |
| 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 (01), 1311-1318, 2019 | 202 | 2019 |
| Cifar10-dvs: an event-stream dataset for object classification H Li, H Liu, X Ji, G Li, L Shi Frontiers in neuroscience 11, 309, 2017 | 141 | 2017 |
| Continuous and noninvasive blood pressure measurement: a novel modeling methodology of the relationship between blood pressure and pulse wave velocity Y Chen, C Wen, G Tao, M Bi, G Li Annals of biomedical engineering 37 (11), 2222-2233, 2009 | 118 | 2009 |
| -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 | 102 | 2018 |
| Adaptive crystallite kinetics in homogenous bilayer oxide memristor for emulating diverse synaptic plasticity J Yin, F Zeng, Q Wan, F Li, Y Sun, Y Hu, J Liu, G Li, F Pan Advanced Functional Materials 28 (19), 1706927, 2018 | 101 | 2018 |
| 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 | 99 | 2018 |
| Few-shot image recognition with knowledge transfer Z Peng, Z Li, J Zhang, Y Li, GJ Qi, J Tang Proceedings of the IEEE/CVF International Conference on Computer Vision, 441-449, 2019 | 95 | 2019 |
| 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 | 77 | 2020 |
| Motor imagery EEG signals classification based on mode amplitude and frequency components using empirical wavelet transform MT Sadiq, X Yu, Z Yuan, Z Fan, AU Rehman, G Li, G Xiao Ieee Access 7, 127678-127692, 2019 | 72 | 2019 |
| Enabling an integrated rate-temporal learning scheme on memristor W He, K Huang, N Ning, K Ramanathan, G Li, Y Jiang, JY Sze, L Shi, ... Scientific reports 4 (1), 1-6, 2014 | 72 | 2014 |
| Adaptive event-triggered control of nonlinear systems with controller and parameter estimator triggering J Huang, W Wang, C Wen, G Li IEEE Transactions on Automatic Control 65 (1), 318-324, 2019 | 70 | 2019 |
| Identification of a class of nonlinear autoregressive models with exogenous inputs based on kernel machines G Li, C Wen, WX Zheng, Y Chen IEEE Transactions on Signal Processing 59 (5), 2146-2159, 2011 | 70 | 2011 |
| Motor imagery EEG signals decoding by multivariate empirical wavelet transform-based framework for robust brain–computer interfaces MT Sadiq, X Yu, Z Yuan, F Zeming, AU Rehman, I Ullah, G Li, G Xiao IEEE access 7, 171431-171451, 2019 | 66 | 2019 |
| Smooth control design for adaptive leader-following consensus control of a class of high-order nonlinear systems with time-varying reference J Huang, YD Song, W Wang, C Wen, G Li Automatica 83, 361-367, 2017 | 66 | 2017 |
| 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 | 65 | 2015 |
| Fully distributed adaptive consensus control of a class of high-order nonlinear systems with a directed topology and unknown control directions J Huang, Y Song, W Wang, C Wen, G Li IEEE Transactions on Cybernetics 48 (8), 2349-2356, 2018 | 63 | 2018 |
Lei Deng (邓磊)Assistant Professor at Tsinghua UniversityVerified email at mail.tsinghua.edu.cn
