A Spike Neural Network Model for Lateral Suppression of Spike-Timing-Dependent Plasticity with Adaptive Threshold

A Spike Neural Network Model for Lateral Suppression of Spike-Timing-Dependent Plasticity with Adaptive Threshold

Aiming at the practical constraints of high resource occupancy and complex calculations in the existing Spike Neural Network (SNN) image classification model, in order to seek a more lightweight and efficient machine vision solution, this paper proposes an adaptive threshold Spike Neural Network (SN...

Full description

Bibliographic Details
Main Authors: Xueyan Zhong, Hongbing Pan
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Applied Sciences
Subjects:
Spike Neural Network
spike-timing-dependent plasticity
lateral inhibition
adaptive threshold
Leaky Integrate-and-Fire
pulse coding
Online Access:https://www.mdpi.com/2076-3417/12/12/5980

Internet

https://www.mdpi.com/2076-3417/12/12/5980

Similar Items