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Guoqi Li
Guoqi Li
Professor, Institue of Automation，Chinese Academy of Sciences，Previously Tsinghua University
Verifierad e-postadress på ia.ac.cn - Startsida
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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
12222018
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
10642019
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
10012020
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
7772019
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
5752017
Going deeper with directly-trained larger spiking neural networks
H Zheng, Y Wu, L Deng, Y Hu, G Li
Proceedings of the AAAI conference on artificial intelligence 35 (12), 11062 …, 2021
5642021
Training and inference with integers in deep neural networks
S Wu, G Li, F Chen, L Shi
arXiv preprint arXiv:1802.04680, 2018
5122018
Learning to prompt for open-vocabulary object detection with vision-language model
Y Du, F Wei, Z Zhang, M Shi, Y Gao, G Li
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
3712022
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
3272020
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
2582019
Spikingjelly: An open-source machine learning infrastructure platform for spike-based intelligence
W Fang, Y Chen, J Ding, Z Yu, T Masquelier, D Chen, L Huang, H Zhou, ...
Science Advances 9 (40), eadi1480, 2023
2372023
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
2222019
Temporal-wise attention spiking neural networks for event streams classification
M Yao, H Gao, G Zhao, D Wang, Y Lin, Z Yang, G Li
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
2142021
Attention spiking neural networks
M Yao, G Zhao, H Zhang, Y Hu, L Deng, Y Tian, B Xu, G Li
IEEE transactions on pattern analysis and machine intelligence 45 (8), 9393-9410, 2023
2012023
A tandem learning rule for effective training and rapid inference of deep spiking neural networks
J Wu, Y Chua, M Zhang, G Li, H Li, KC Tan
IEEE Transactions on Neural Networks and Learning Systems 34 (1), 446-460, 2021
2012021
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
197*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
1952018
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
1902019
A system hierarchy for brain-inspired computing
Y Zhang, P Qu, Y Ji, W Zhang, G Gao, G Wang, S Song, G Li, W Chen, ...
Nature 586 (7829), 378-384, 2020
1782020
Tianjic: A unified and scalable chip bridging spike-based and continuous neural computation
L Deng, G Wang, G Li, S Li, L Liang, M Zhu, Y Wu, Z Yang, Z Zou, J Pei, ...
IEEE Journal of Solid-State Circuits 55 (8), 2228-2246, 2020
1762020
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