Evolutionary learning in neural networks by heterosynaptic plasticity

Summary: Training biophysical neuron models provides insights into brain circuits’ organization and problem-solving capabilities. Traditional training methods like backpropagation face challenges with complex models due to instability and gradient issues. We explore evolutionary algorithms (EAs) com...

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Huvudupphovsmän: Zedong Bi, Ruiqi Fu, Guozhang Chen, Dongping Yang, Yu Zhou, Liang Tian
Materialtyp: Artigo
Språk:Inglês
Publicerad: Elsevier 2025-05-01
Serie:iScience
Ämnen:
Biological sciences
Neuroscience
Biophysics
Länkar:http://www.sciencedirect.com/science/article/pii/S2589004225006017
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