A CNN/MLP Neural Processing Engine, Powered by Novel Temporal-Carry-deferring MACs
Date
2021
Authors
Mirzaeian, Ali
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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, as 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 the academia and industry.
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Keywords
Neural networks