Event-driven spiking neural networks using asynchronous-logic network-on-chip routers in field programmable gate array (FPGA)

• Main Author: Wu, Si
• Other Authors: Lin Zhiping
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/166409
• Institution: Nanyang Technological University

With the continuous development of deep learning, the scientific community continues to propose new neural network architectures based on brain-inspired research. So far, the architecture of neural networks has changed over three generations. The neural network-Spiking Neural Network (SNN) has arous...