A high-accuracy and energy-efficient spiking neural network with On-FPGA STDP learning based on asynchronous CORDIC

• Main Author: Sheng, Shirui
• Other Authors: Lin Zhiping
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/173705
• Institution: Nanyang Technological University

During the last few decades, Moore's law has propelled the anticipation of exponential growth in computing capabilities, primarily associated with silicon-based processing devices. However, as we approach the culmination of this trend, there is a compelling motivation to explore avenues...