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Simulation and Optimization of IGZO-Based Neuromorphic System for Spiking Neural Networks

In this paper, we conducted a simulation of an indium-gallium-zinc oxide (IGZO)-based neuromorphic system and proposed layer-by-layer membrane capacitor (Cmem) optimization for integrate-and-fire (I&F) neuron circuits to minimize the accuracy drop in spiking neural network (SNN). The fabricat...

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Bibliografiske detaljer
Principais autores: Junhyeong Park, Yumin Yun, Minji Kim, Soo-Yeon Lee
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2024-01-01
Serier:IEEE Journal of the Electron Devices Society
Fag:
Online adgang:https://ieeexplore.ieee.org/document/10461007/
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