Evaluating and optimizing neural network models with neuromorphic capable and non-capable hardware

• Main Author: Cheong, Gordon Chin Loong
• Other Authors: Leong Wei Lin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/149657
• Institution: Nanyang Technological University

The main objective of this project is to evaluate and optimize Spiking Neural Network with the Novena Chip to achieve high accuracy, low processing time, and low power consumption. The integrated pair (Spiking Neural Network with Novena) will be benchmarked against other conventional convolution neu...