A Low-Power Spiking Neural Network Chip Based on a Compact LIF Neuron and Binary Exponential Charge Injector Synapse Circuits

A Low-Power Spiking Neural Network Chip Based on a Compact LIF Neuron and Binary Exponential Charge Injector Synapse Circuits

To realize a large-scale Spiking Neural Network (SNN) on hardware for mobile applications, area and power optimized electronic circuit design is critical. In this work, an area and power optimized hardware implementation of a large-scale SNN for real time IoT applications is presented. The analog Co...

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Bibliographic Details
Main Authors: Malik Summair Asghar, Saad Arslan, Hyungwon Kim
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Sensors
Subjects:
spiking neural network
leaky integrate and fire
neuromorphic
artificial neural networks
artificial intelligence
image classification
Online Access:https://www.mdpi.com/1424-8220/21/13/4462

Internet

https://www.mdpi.com/1424-8220/21/13/4462

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