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Serial Convolution-Based Optical Accelerator for ECG Arrhythmia Classifier

Authors :
Mircea-Traian Catuneanu
Mohammad Taghi Fathi
Ryan Hamerly
Kambiz Jamshidi
Source :
Optica Advanced Photonics Congress 2022.
Publication Year :
2022
Publisher :
Optica Publishing Group, 2022.

Abstract

This study focuses on the design of photonic hardware for an ECG arrythmia classifier based on convolutional neural network using optical delay lines for the implementation of “multiply and accumulate” (MAC) operations.

Details

Database :
OpenAIRE
Journal :
Optica Advanced Photonics Congress 2022
Accession number :
edsair.doi...........6386541899877882cdcd39483cd3c575
Full Text :
https://doi.org/10.1364/sppcom.2022.sptu4j.1