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

• المؤلف الرئيسي: Govind Narasimman
• مؤلفون آخرون: Arindam Basu
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2017
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/72479
• المؤسسة: 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...