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Trainable hardware for dynamical computing using error backpropagation through physical media

Neural networks are currently implemented on digital Von Neumann machines, which do not fully leverage their intrinsic parallelism. We demonstrate how to use a novel class of reconfigurable dynamical systems for analogue information processing, mitigating this problem. Our generic hardware platform...

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Bibliografiska uppgifter
I publikationen:Nat Commun
Huvudupphovsmän: Hermans, Michiel, Burm, Michaël, Van Vaerenbergh, Thomas, Dambre, Joni, Bienstman, Peter
Materialtyp: Artigo
Språk:Inglês
Publicerad: Nature Pub. Group 2015
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4382991/
https://ncbi.nlm.nih.gov/pubmed/25801303
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/ncomms7729
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