Pattern Recognition of Spiking Neural Networks Based on Visual Mechanism and Supervised Synaptic Learning

Electrophysiological studies have shown that mammalian primary visual cortex are selective for the orientations of visual stimuli. Inspired by this mechanism, we propose a hierarchical spiking neural network (SNN) for image classification. Grayscale input images are fed through a feed-forward networ...

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Detalles Bibliográficos
Autores principales: Li, Xiumin, Yi, Hao, Luo, Shengyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7641668/
https://www.ncbi.nlm.nih.gov/pubmed/33193755
http://dx.doi.org/10.1155/2020/8851351

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7641668/
https://www.ncbi.nlm.nih.gov/pubmed/33193755
http://dx.doi.org/10.1155/2020/8851351

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