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Stochastic Resonance Based Visual Perception Using Spiking Neural Networks

Our aim is to propose an efficient algorithm for enhancing the contrast of dark images based on the principle of stochastic resonance in a global feedback spiking network of integrate-and-fire neurons. By linear approximation and direct simulation, we disclose the dependence of the peak signal-to-no...

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Detalles Bibliográficos
Autores principales: Fu, Yuxuan, Kang, Yanmei, Chen, Guanrong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7242793/
https://www.ncbi.nlm.nih.gov/pubmed/32499690
http://dx.doi.org/10.3389/fncom.2020.00024