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Supervised Learning Algorithm Based on Spike Train Inner Product for Deep Spiking Neural Networks

By mimicking the hierarchical structure of human brain, deep spiking neural networks (DSNNs) can extract features from a lower level to a higher level gradually, and improve the performance for the processing of spatio-temporal information. Due to the complex hierarchical structure and implicit nonl...

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Detalles Bibliográficos
Autores principales: Lin, Xianghong, Zhang, Zhen, Zheng, Donghao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9954578/
https://www.ncbi.nlm.nih.gov/pubmed/36831711
http://dx.doi.org/10.3390/brainsci13020168