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Optoelectronic Reservoir Computer for Early Stage Alzheimer’s Disease detection

Authors :
Nickson Mwamsojo
Kamel Merghem
Mounim A. El–Yacoubi
Yann Frignac
Badr-Eddine Benkelfat
Anne-Sophie Rigaud
Frederic Lehmann
Source :
Conference on Lasers and Electro-Optics.
Publication Year :
2022
Publisher :
Optica Publishing Group, 2022.

Abstract

An optoelectronic Reservoir Computer is proposed and implemented numerically and on physical hardware for early-stage Alzheimer’s disease detection for the first time. The approach yields classification accuracy of 85% surpassing state-of-the-art performances.

Details

Database :
OpenAIRE
Journal :
Conference on Lasers and Electro-Optics
Accession number :
edsair.doi...........a177537ecdeb2a510a0092af1a3c149d
Full Text :
https://doi.org/10.1364/cleo_at.2022.ath4i.5