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Guoqi Li

Hong Kong Polytechnic University HK

0000-0002-8994-431X

362

Publications

14,017

Citations

55

H-Index

179

i10-Index

9.86

2yr Mean Cite

-

Cite/Paper

Data combined from OpenAlex . OA = OpenAlex S2 = Semantic Scholar

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Publication & Citation Trends

Most Cited Works

Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks OA

Yujie Wu, Lei Deng, Guoqi Li, Jun Zhu, Luping Shi

Frontiers in Neuroscience 2018

1,113

Towards artificial general intelligence with hybrid Tianjic chip architecture

Jing Pei, Lei Deng, Sen Song, Mingguo Zhao, Youhui Zhang +19 more

Nature 2019

1,015

Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey

Lei Deng, Guoqi Li, Song Han, Luping Shi, Yuan Xie

Proceedings of the IEEE 2020

903

Direct Training for Spiking Neural Networks: Faster, Larger, Better OA

Yujie Wu, Lei Deng, Guoqi Li, Jun Zhu, Yuan Xie +1 more

Proceedings of the AAAI Conference on Artificial Intelligence 2019

615

Going Deeper With Directly-Trained Larger Spiking Neural Networks OA

Hanle Zheng, Yujie Wu, Lei Deng, Yifan Hu, Guoqi Li

Proceedings of the AAAI Conference on Artificial Intelligence 2021

450

Publications

361 total

SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence PDF

Wei Fang, Yanqi Chen, Jianhao Ding, Zhaofei Yu, Timothée Masquelier et al. - Science Advances, 2023

Cited by 323 OpenAlex

Attention Spiking Neural Networks

Man Yao, Guangshe Zhao, Hengyu Zhang, Yifan Hu, Lei Deng et al. - IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023

Cited by 209 OpenAlex

Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model

Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao et al. - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

Cited by 305 OpenAlex

Going Deeper With Directly-Trained Larger Spiking Neural Networks PDF

Hanle Zheng, Yujie Wu, Lei Deng, Yifan Hu, Guoqi Li - Proceedings of the AAAI Conference on Artificial Intelligence, 2021

Cited by 450 OpenAlex

Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey

Lei Deng, Guoqi Li, Song Han, Luping Shi, Yuan Xie - Proceedings of the IEEE, 2020

Cited by 903 OpenAlex

A system hierarchy for brain-inspired computing

Youhui Zhang, Peng Qu, Yu Ji, Weihao Zhang, G.R. Gao et al. - Nature, 2020

Cited by 198 OpenAlex

Tianjic: A Unified and Scalable Chip Bridging Spike-Based and Continuous Neural Computation

Lei Deng, Guanrui Wang, Guoqi Li, Shuangchen Li, Ling Liang et al. - IEEE Journal of Solid-State Circuits, 2020

Cited by 178 OpenAlex

Towards artificial general intelligence with hybrid Tianjic chip architecture

Jing Pei, Lei Deng, Sen Song, Mingguo Zhao, Youhui Zhang et al. - Nature, 2019

Cited by 1,015 OpenAlex

Direct Training for Spiking Neural Networks: Faster, Larger, Better PDF

Yujie Wu, Lei Deng, Guoqi Li, Jun Zhu, Yuan Xie et al. - Proceedings of the AAAI Conference on Artificial Intelligence, 2019

Cited by 615 OpenAlex

Rethinking the performance comparison between SNNS and ANNS

Lei Deng, Yujie Wu, Xing Hu, Ling Liang, Yufei Ding et al. - Neural Networks, 2019

Cited by 323 OpenAlex

Research Topics

Advanced Memory and Neural Computing (119) Neural dynamics and brain function (66) Ferroelectric and Negative Capacitance Devices (59) Neural Networks and Reservoir Computing (38) Neural Networks and Applications (34)

Frequent Co-Authors

LE

Lei Deng

8 joint publications

LU

Luping Shi

8 joint publications

YU

Yujie Wu

5 joint publications

YU

Yuan Xie

5 joint publications

FE

Feng Chen

4 joint publications

JI

Jing Pei

3 joint publications

Affiliations

Hebei Medical University

CN 2018 - 2018

Agency for Science, Technology and Research

SG 2015 - 2011

Weifang Medical University

CN 2023 - 2023

Beijing Institute of Technology

CN 2022 - 2022

Zhejiang Sci-Tech University

CN 2015 - 2015

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