On Practical Issues for Stochastic STDP Hardware With 1-bit Synaptic Weights

In computational neuroscience, synaptic plasticity learning rules are typically studied using the full 64-bit floating point precision computers provide. However, for dedicated hardware implementations, the precision used not only penalizes directly the required memory resources, but also the comput...

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Bibliografiska uppgifter
I publikationen:Front Neurosci
Huvudupphovsmän: Yousefzadeh, Amirreza, Stromatias, Evangelos, Soto, Miguel, Serrano-Gotarredona, Teresa, Linares-Barranco, Bernabé
Materialtyp: Artigo
Språk:Inglês
Publicerad: Frontiers Media S.A. 2018
Ämnen:
Neuroscience
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC6196279/
https://ncbi.nlm.nih.gov/pubmed/30374283
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00665
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