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Spiking Reinforcement Learning Enhanced by Bioinspired Event Source of Multi-dendrite Spiking Neuron and Dynamic Thresholds

Xingyue Liang Qiaoyun Wu Yun Zhou Chunyu Tan Hongfu Yin Changyin Sun

自动化学报（英文版）2025，Vol.12Issue(3)：618-629,12.

自动化学报（英文版）2025，Vol.12Issue(3)：618-629,12.DOI:10.1109/JAS.2024.124551

Spiking Reinforcement Learning Enhanced by Bioinspired Event Source of Multi-dendrite Spiking Neuron and Dynamic Thresholds

Xingyue Liang ¹Qiaoyun Wu ¹Yun Zhou ²Chunyu Tan ¹Hongfu Yin ³Changyin Sun⁴

作者信息

1. School of Artificial Intelligence,Anhui University,Hefei 230601||Engineering Research Center of Autonomous Unmanned System Technology,Ministry of Education,Hefei 230601,China
2. School of Artificial Intelligence,Anhui University,Hefei 230601||Institute of Artificial Intelligence,Hefei Comprehensive National Science Center,Hefei 230601,China
3. School of Artificial Intelligence,Anhui University,Hefei 230601,China
4. School of Artificial Intelligence,Anhui University,Hefei 230601||School of Automation,Southeast University,Nanjing 211189||Engineering Research Center of Autonomous Unmanned System Technology,Ministry of Education,Hefei 230601,China
折叠

摘要

关键词

Deep reinforcement learning/multi-compartment spiking neurons/spiking neural network

Key words

Deep reinforcement learning/multi-compartment spiking neurons/spiking neural network

引用本文复制引用

Xingyue Liang,Qiaoyun Wu,Yun Zhou,Chunyu Tan,Hongfu Yin,Changyin Sun..Spiking Reinforcement Learning Enhanced by Bioinspired Event Source of Multi-dendrite Spiking Neuron and Dynamic Thresholds[J].自动化学报（英文版）,2025,12(3):618-629,12.

基金项目

This work was supported by the National Natural Science Foun-dation of China(62236002,62303009,62206001,52305001,62102387,62206005),the University Synergy Innovation Program of Anhui Province(GXXT-2022-041),and the China Postdoctoral Science Foundation(2023M 740013). （62236002,62303009,62206001,52305001,62102387,62206005）

自动化学报（英文版）

ISSN：2329-9266

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