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Visual explanations from spiking neural networks using inter-spike intervals

By emulating biological features in brain, Spiking Neural Networks (SNNs) offer an energy-efficient alternative to conventional deep learning. To make SNNs ubiquitous, a ‘visual explanation’ technique for analysing and explaining the internal spike behavior of such temporal deep SNNs is crucial. Exp...

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Detalles Bibliográficos
Autores principales: Kim, Youngeun, Panda, Priyadarshini
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8463578/
https://www.ncbi.nlm.nih.gov/pubmed/34561513
http://dx.doi.org/10.1038/s41598-021-98448-0