Fast prototyping of neural network on hardware accelerator

• Main Author: Agus, Hans Kevin
• Other Authors: Goh Wang Ling
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering::Integrated circuits; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/149144
• Institution: Nanyang Technological University

This project aims to implement Convolutional Neural Network (CNN) and Spiking Neural Network (SNN) in FPGA using Vivado High Level Synthesis (HLS), followed by analyzing and comparing the performance based on the speed, accuracy, utilization, and power consumption. The goal is to have a neural netwo...