Reward-optimizing learning using stochastic release plasticity

Reward-optimizing learning using stochastic release plasticity

Synaptic plasticity underlies adaptive learning in neural systems, offering a biologically plausible framework for reward-driven learning. However, a question remains: how can plasticity rules achieve robustness and effectiveness comparable to error backpropagation? In this study, we introduce Rewar...

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Bibliographic Details
Main Authors: Yuhao Sun, Wantong Liao, Jinhao Li, Xinche Zhang, Guan Wang, Zhiyuan Ma, Sen Song
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Neural Circuits
Subjects:
synaptic plasticity
brain inspired computing
reinforcement learning
Spiking Neural Network
supervised learning
Online Access:https://www.frontiersin.org/articles/10.3389/fncir.2025.1618506/full
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