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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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Bibliographic Details
Published in:Front Neurosci
Main Authors: Davidson, Simon, Furber, Steve B.
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2021
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8055931/
https://ncbi.nlm.nih.gov/pubmed/33889071
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2021.651141
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