Hardware acceleration of neural networks with CMOS and post-CMOS devices

• Main Author: Govind Narasimman
• Other Authors: Arindam Basu
• Format: Theses and Dissertations
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/72479
• Institution: Nanyang Technological University

There is a huge need for embedded machine learning for portable devices and smart sensors to power the next generation of Internet of Things (IoT). Implementation of neural networks involve large number of arithmetic and memory operations. Realization of the arithmetic blocks with conventional digit...