Co-optimization of algorithm and hardware for energy and area efficient binary neural network

• Main Author: Ng, Samuel Ming Ern
• Other Authors: Kim Bongjin
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/76302
• Institution: Nanyang Technological University

The main purpose of this project is to reduce the energy consumption of Neural Networks through a co-optimization of both the algorithm of a neural network and hardware development of the chip to run the neural networks on. The development of the chip aims to reduce energy consumption through the co...