An Efficient Neural Cell Architecture for Spiking Neural Networks

Neurons in a Spiking Neural Network (SNN) communicate using electrical pulses or spikes. They fire or trigger conditionally, and learning is sensitive to such triggers' timing and duration. The Leaky Integrate and Fire (LIF) model is the most widely used SNN neuron model. Most existing LIF-based neu...

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主要な著者:	Kasem Khalil, Ashok Kumar, Magdy Bayoumi
フォーマット:	Artigo
言語:	Inglês
出版事項:	IEEE 2025-01-01
シリーズ:	IEEE Open Journal of the Computer Society
主題:	Spiking neural cell spiking neural network (SNN) spike generation with pulse width control sensor network
オンライン･アクセス:	https://ieeexplore.ieee.org/document/10972324/
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