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Comparing domain wall synapse with other non volatile memory devices for on-chip learning in analog hardware neural network

Resistive Random Access Memory (RRAM) and Phase Change Memory (PCM) devices have been popularly used as synapses in crossbar array based analog Neural Network (NN) circuit to achieve more energy and time efficient data classification compared to conventional computers. Here we demonstrate the advant...

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Autori principali: Divya Kaushik, Utkarsh Singh, Upasana Sahu, Indu Sreedevi, Debanjan Bhowmik
Natura: Artigo
Lingua:Inglês
Pubblicazione: AIP Publishing LLC 2020-02-01
Serie:AIP Advances
Accesso online:http://dx.doi.org/10.1063/1.5128344
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