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

• 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
• Institution: Nanyang Technological University

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...