Optoelectronic reservoir computer for early stage alzheimer’s disease detection - Archive ouverte HAL
Communication Dans Un Congrès Année : 2022

Optoelectronic reservoir computer for early stage alzheimer’s disease detection

Résumé

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.
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Dates et versions

hal-03782176 , version 1 (02-03-2023)

Identifiants

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Nickson Mwamsojo, Frederic Lehmann, Mounim El Yacoubi, Kamel Merghem, Yann Frignac, et al.. Optoelectronic reservoir computer for early stage alzheimer’s disease detection. CLEO: Applications and Technology, May 2022, San Jose, United States. ⟨10.1364/CLEO_AT.2022.ATh4I.5⟩. ⟨hal-03782176⟩
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