Brain topology improved spiking neural network for efficient reinforcement learning of continuous control

Brain topology improved spiking neural network for efficient reinforcement learning of continuous control

The brain topology highly reflects the complex cognitive functions of the biological brain after million-years of evolution. Learning from these biological topologies is a smarter and easier way to achieve brain-like intelligence with features of efficiency, robustness, and flexibility. Here we prop...

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Bibliographic Details
Main Authors: Yongjian Wang, Yansong Wang, Xinhe Zhang, Jiulin Du, Tielin Zhang, Bo Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-04-01
Series:Frontiers in Neuroscience
Subjects:
spiking neural network
brain topology
hierarchical clustering
reinforcement learning
neuromorphic computing
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2024.1325062/full

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https://www.frontiersin.org/articles/10.3389/fnins.2024.1325062/full

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