Time-Frame Integrate-and-Fire Neuron Circuit for Low Energy Inference Hardware Spiking Neural Networks

Time-Frame Integrate-and-Fire Neuron Circuit for Low Energy Inference Hardware Spiking Neural Networks

Hardware spiking neural networks (SNNs) are gaining increasing attention as promising next-generation computing approaches owing to their parallel computing and energy-efficient nature. Recent SNNs have achieved excellent performance by introducing artificial neural networks (ANN) to the SNN convers...

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Bibliographic Details
Main Authors: Yeonwoo Kim, Bosung Jeon, Jonghyuk Park, Woo Young Choi
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Neuromorphic system
CMOS integrate-and-fire neuron circuit
spiking neural networks
Online Access:https://ieeexplore.ieee.org/document/10910109/
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https://ieeexplore.ieee.org/document/10910109/

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