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Comparison of Artificial and Spiking Neural Networks on Digital Hardware

Despite the success of Deep Neural Networks—a type of Artificial Neural Network (ANN)—in problem domains such as image recognition and speech processing, the energy and processing demands during both training and deployment are growing at an unsustainable rate in the push for greater accuracy. There...

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Detalles Bibliográficos
Autores principales: Davidson, Simon, Furber, Steve B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8055931/
https://www.ncbi.nlm.nih.gov/pubmed/33889071
http://dx.doi.org/10.3389/fnins.2021.651141