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

• 主要作者: Govind Narasimman
• 其他作者: Arindam Basu
• 格式: Theses and Dissertations
• 語言: English
• 出版: 2017
• 主題: DRNTU::Engineering::Electrical and electronic engineering
• 在線閱讀: http://hdl.handle.net/10356/72479
• 機構: 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...