Compact Graphene-Based Spiking Neural Network With Unsupervised Learning Capabilities

To fully unleash the potential of graphene-based devices for neuromorphic computing, we propose a graphene synapse and a graphene neuron that form together a basic Spiking Neural Network (SNN) unit, which can potentially be utilized to implement complex SNNs. Specifically, the proposed synapse enabl...

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Bibliografski detalji

Glavni autori:	He Wang, Nicoleta Cucu Laurenciu, Yande Jiang, Sorin Dan Cotofana
Format:	Artigo
Jezik:	Inglês
Izdano:	IEEE 2020-01-01
Serija:	IEEE Open Journal of Nanotechnology
Teme:	Character recognition Character recognition graphene spiking neural network synaptic plasticity
Online pristup:	https://ieeexplore.ieee.org/document/9272847/
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