Search Results for author: Aayan Kumar

Found 2 papers, 0 papers with code

MinUn: Accurate ML Inference on Microcontrollers

no code implementations29 Oct 2022 Shikhar Jaiswal, Rahul Kiran Kranti Goli, Aayan Kumar, Vivek Seshadri, Rahul Sharma

Running machine learning inference on tiny devices, known as TinyML, is an emerging research area.

MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications

no code implementations8 Jul 2021 Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar

Recent breakthroughs in ML have produced new classes of models that allow ML inference to run directly on milliwatt-powered IoT devices.

BIG-bench Machine Learning

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