Implementation of Field-Programmable Gate Array Platform for Object Classification Tasks Using Spike-Based Backpropagated Deep Convolutional Spiking Neural Networks

This paper investigates the performance of deep convolutional spiking neural networks (DCSNNs) trained using spike-based backpropagation techniques. Specifically, the study examined temporal spike sequence learning via backpropagation (TSSL-BP) and surrogate gradient descent via backpropagation (SGD...

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Detalles Bibliográficos
Autores principales: Kakani, Vijay, Li, Xingyou, Cui, Xuenan, Kim, Heetak, Kim, Byung-Soo, Kim, Hakil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10385231/
https://www.ncbi.nlm.nih.gov/pubmed/37512665
http://dx.doi.org/10.3390/mi14071353

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10385231/
https://www.ncbi.nlm.nih.gov/pubmed/37512665
http://dx.doi.org/10.3390/mi14071353

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