Photonic Reservoir Computing for Neural Computation leaf node


URI

https://openalex.org/T12611

Label

Photonic Reservoir Computing for Neural Computation

Description

This cluster of papers focuses on the application of photonic reservoir computing for neural computation, machine learning, and information processing. It explores the use of semiconductor lasers, neuromorphic photonics, and optical neural networks, as well as the implementation of echo state networks and nonlinear dynamics in photonic systems.

Implementation

@prefix oasubfields: <https://openalex.org/subfields/> .
@prefix openalex: <https://lambdamusic.github.io/openalex-hacks/ontology/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://openalex.org/T12611> a skos:Concept ;
    rdfs:label "Photonic Reservoir Computing for Neural Computation"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Reservoir_computing>,
        <https://openalex.org/T12611> ;
    skos:broader oasubfields:1702 ;
    skos:definition "This cluster of papers focuses on the application of photonic reservoir computing for neural computation, machine learning, and information processing. It explores the use of semiconductor lasers, neuromorphic photonics, and optical neural networks, as well as the implementation of echo state networks and nonlinear dynamics in photonic systems."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Photonic Reservoir Computing for Neural Computation"@en ;
    openalex:cited_by_count 194191 ;
    openalex:works_count 16771 .