Generating Tiny Deep Neural Networks for ECG Classification on Micro-Controllers

Author:

Mukhopadhyay Shalini1,Dey Swarnava1,Ghose Avik1,Singh Pragya2,Dasgupta Pallab3

Affiliation:

1. TCS Research, Tata Consultancy Services,Kolkata,India

2. IIIT Delhi,CSE,Delhi,India

3. IIT Kharagpur,CSE,Kharagpur,India

Publisher

IEEE

Reference22 articles.

1. Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search

2. Micronets: Neural network architectures for deploying tinyml applications on commodity microcontrollers;banbury;CoRR,2020

3. PDARTS: Progressive DARTS Bridging the Depth Gap Between Search;chen;ICCV,2019

4. DARTS: Differentiable architecture search;liu;ICLRE,2019

5. ?nAS: Constrained Neural Architecture Search for Microcontrollers;liberis;EuroMLSys,2021

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