Implementation of event-driven spiking neural networks in field programmable gate array (FPGA)

Implementation of event-driven spiking neural networks in field programmable gate array (FPGA)

Spiking Neuron Networks (SNNs) are a fascinating new field of artificial intelligence and computational neuroscience that is directly inspired by the complex work of biological brain systems. Unlike traditional feedforward neural networks (FNN) and recurrent neural networks (RNN), which rely on cont...

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Bibliographic Details
Main Author:	Yuan, Chenhao
Other Authors:	Gwee Bah Hwee
Format:	Thesis-Master by Coursework
Language:	English
Published:	Nanyang Technological University 2024
Subjects:	Engineering Spiking neural networks Machine learning Event-driven FPGA
Online Access:	https://hdl.handle.net/10356/177902

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