Auto Deep Spiking Neural Network Design Based on an Evolutionary Membrane Algorithm

In scientific research and engineering practice, the design of deep spiking neural network (DSNN) architectures remains a complex task that heavily relies on the expertise and experience of professionals. These architectures often require repeated adjustments and modifications based on factors such...

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Bibliographic Details
Published in:	Biomimetics (Basel, Switzerland) Vol. 10; no. 8; p. 514
Main Authors:	Liu, Chuang, Wang, Haojie
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 06.08.2025 MDPI
Subjects:	Algorithms Analysis Artificial intelligence automatic network design Back propagation Computational linguistics Datasets Deep learning deep spiking neural network Design Energy efficiency evolutionary membrane algorithm Firing pattern Language processing Natural language interfaces Natural language processing neural architecture search Neural networks Neurons Optimization techniques spiking neural network Unmanned aerial vehicles deep learning deep spiking neural network image classification automatic network design spiking neural network neural architecture search evolutionary membrane algorithm
ISSN:	2313-7673, 2313-7673
Online Access:	Get full text
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