Neuromorphic Spiking Neural Networks and Their Memristor-CMOS Hardware Implementations

Inspired by biology, neuromorphic systems have been trying to emulate the human brain for decades, taking advantage of its massive parallelism and sparse information coding. Recently, several large-scale hardware projects have demonstrated the outstanding capabilities of this paradigm for applicatio...

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Huvudupphovsmän: Luis A. Camuñas-Mesa, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona
Materialtyp: Artigo
Språk:Inglês
Publicerad: MDPI AG 2019-08-01
Serie:Materials
Ämnen:
neuromorphic systems
spiking neural networks
memristors
spike-timing-dependent plasticity
Länkar:https://www.mdpi.com/1996-1944/12/17/2745
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