“ A CNN/MLP Neural Processing Engine Powered by Novel Temporal-Carry-Deferring Macs”
Wednesday, June 2, 2021 1:00 PM – 2:00 PM
Zoom Webinar Link: https://gmu.zoom.us/j/96433870006
Advisor: Dr. Avesta Sasan
Abstract:The applications of machine learning algorithms are innumerable and cover nearly every domain of modern technology. During this rapid growth of this area, more and more companies have expressed a desire to utilize machine learning techniques in smaller devices, such as cell phones or smart Internet of Things (IoT) instruments. However, machine learning has so far required a power source with more capacity and higher efficiency than a conventional battery. Therefore, introducing neural network accelerators with low energy demands and low latency for executing machine learning techniques has drawn lots of attention in both academia and industry.