Impact of Non-Ideal Characteristics of Resistive Synaptic Devices on Implementing Convolutional Neural Networks
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DOI: 10.1109/jetcas.2019.2933148
Abstract: Emerging non-volatile memory (eNVM) based resistive synaptic devices have shown great potential for implementing deep neural networks (DNNs). However, the eNVM devices typically suffer from various non-ideal effects which may degrade the performance of the… read more here.
Keywords: synaptic devices; accuracy; neural networks; non ideal ... See more keywords