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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...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Junhyeong Park, Yumin Yun, Minji Kim, Soo-Yeon Lee
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IEEE 2024-01-01
Rangatū:IEEE Journal of the Electron Devices Society
Ngā marau:
Urunga tuihono:https://ieeexplore.ieee.org/document/10461007/
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