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A machine learning framework that encodes images like a retina

A machine learning framework that encodes images like a retina
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Diego ghezziDemetri psaltis optics labChristophe moser laboratory of applied photonics devicesNature communicationsDemetri psaltisOptics labChristophe moserApplied photonics devicesAsile des aveuglesMedtronic chair

Revolutionizing Vision Restoration Through Artificial Intelligence

EPFL researchers have developed a machine learning approach to compressing image data with greater accuracy than learning-free computation methods, with applications for retinal implants and other sensory prostheses. A major challenge to developing better neural prostheses is sensory encoding: tr

Demetri psaltisDiego ghezziFranklin leongBabak rahmaniChristophe moserNature communicationsChristophe moser laboratory of applied photonics devicesAi imaging technology art concept machineDemetri psaltis optics labTechnology art conceptData compressionOptics labApplied photonics devicesFondation asile des aveuglesMedtronic chairLearning framework that encodes images like

Accelerating Optical Communications with AI

Accelerating Optical Communications with AI
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Michael hochbergDemetri psaltisBhavin shastriMitchell nahmiasChris edwardsAlexander taitUniversity of marylandPrinceton universityCalifornia institute of technologyJournal of selected topics in quantum electronicsOperations for neural networksDigital libraryAssociation for computing machineryQueen universityAcm incCalifornia institute

Accelerating Optical Communications with AI

Mitchell nahmiasBhavin shastriMichael hochbergAlexander taitChris edwardsDemetri psaltisCalifornia institute of technologyOperations for neural networksAssociation for computing machineryQueen universityAcm incPrinceton universityUniversity of marylandDigital libraryJournal of selected topics in quantum electronicsCalifornia institute

Artificial intelligence and the rise of optical computing

Photonic data-processing is well-suited to the age of deep learning | Science & technology

United statesMassachusetts institute of technologyNicholas harrisRyan hamerlyLos angelesJames clerk maxwellUgur teginAydogan ozcanMaurice steinmanDemetri psaltisUniversity of californiaSwiss federal institute of technologyCalifornia institute of technology caltechJames clerkCalifornia instituteSwiss federal institute