SEMULATOR: Emulating the Dynamics of Crossbar Array-based Analog Neural System with Regression Neural Networks

As deep neural networks require tremendous amount of computation and memory, analog computing with emerging memory devices is a promising alternative to digital computing for edge devices. However, because of the increasing simulation time for analog computing system, it has not been explored. To ov...

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Veröffentlicht in:	arXiv.org 2021-01
Hauptverfasser:	Lee, Chaeun, Kim, Seyoung
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Circuits Digital computers Memory devices Neural networks Regression analysis Simulation Simulators
Online-Zugang:	Volltext
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