7 citations · 17 across the 21 of their papers we have counts for
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cs.LG2020
Exposing Hardware Building Blocks to Machine Learning Frameworks
Yash Akhauri
There are a plethora of applications that demand high throughput and low latency algorithms leveraging machine learning methods. This need for real time processing can be seen in i…
eess.SP2020
LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications
Yaman Umuroglu, Yash Akhauri, Nicholas J. Fraser +1
Deployment of deep neural networks for applications that require very high throughput or extremely low latency is a severe computational challenge, further exacerbated by inefficie…