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-base...

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Bibliographic Details

Published in:	IEEE Open Journal of the Computer Society
Main Authors:	Kasem Khalil, Ashok Kumar, Magdy Bayoumi
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Spiking neural cell spiking neural network (SNN) spike generation with pulse width control sensor network
Online Access:	https://ieeexplore.ieee.org/document/10972324/