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SPAIC: A Spike-based Artificial Intelligence Computing Framework


Jul 26, 2022
Chaofei Hong, Mengwen Yuan, Mengxiao Zhang, Xiao Wang, Chegnjun Zhang, Jiaxin Wang, Gang Pan, Zhaohui Wu, Huajin Tang

* This Paper has been submitted to IEEE computational intelligence magazine 

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TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources


May 01, 2022
Dong Xing, Qian Zheng, Qianhui Liu, Gang Pan

* Accepted by IJCAI 2022 (Long Oral) 

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Dynamic Ensemble Bayesian Filter for Robust Control of a Human Brain-machine Interface


Apr 22, 2022
Yu Qi, Xinyun Zhu, Kedi Xu, Feixiao Ren, Hongjie Jiang, Junming Zhu, Jianmin Zhang, Gang Pan, Yueming Wang


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CUP: A Conservative Update Policy Algorithm for Safe Reinforcement Learning


Feb 15, 2022
Long Yang, Jiaming Ji, Juntao Dai, Yu Zhang, Pengfei Li, Gang Pan


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Thompson Sampling for Unimodal Bandits


Jun 16, 2021
Long Yang, Zhao Li, Zehong Hu, Shasha Ruan, Shijian Li, Gang Pan, Hongyang Chen

* There are some technical parts need to be improved. We will fix these places and provide an updated version 

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Optimize Neural Fictitious Self-Play in Regret Minimization Thinking


Apr 22, 2021
Yuxuan Chen, Li Zhang, Shijian Li, Gang Pan


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Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN


Jan 28, 2021
Tao Fang, Yu Qi, Gang Pan


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On Convergence of Gradient Expected Sarsa($位$)


Dec 14, 2020
Long Yang, Gang Zheng, Yu Zhang, Qian Zheng, Pengfei Li, Gang Pan

* This submission has been accepted by AAAI2021 

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Sample Complexity of Policy Gradient Finding Second-Order Stationary Points


Dec 02, 2020
Long Yang, Qian Zheng, Gang Pan

* This submission has been accepted by AAAI2021 

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Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks


Feb 14, 2020
Qianhui Liu, Haibo Ruan, Dong Xing, Huajin Tang, Gang Pan

* AAAI 2020 (Oral) 

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