apprentissage profond

Also known as DL, deep machine learning, hierarchical learning, deep structured learning

ensemble de méthodes d'apprentissage automatique

AI overview

Deep learning is a branch of machine learning that uses computer systems designed to learn from data. It matters because it enables computers to improve their performance at tasks without being explicitly programmed for each specific situation.

AI-generated from the Wikipedia summary — may contain errors.

Research

137,152 papers

A guide to deep learning in healthcare.ReviewNature medicine · 2019Esteva A, Robicquet A, Ramsundar B et al.DOI: 10.1038/s41591-018-0316-z
Deep-learning seismology.ReviewScience (New York, N.Y.) · 2022Mousavi SM, Beroza GCDOI: 10.1126/science.abm4470
Deep learning in cancer diagnosis, prognosis and treatment selection.ReviewGenome medicine · 2021Tran KA, Kondrashova O, Bradley A et al.DOI: 10.1186/s13073-021-00968-x
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis.ReviewMedical image analysis · 2022van der Velden BHM, Kuijf HJ, Gilhuijs KGA et al.DOI: 10.1016/j.media.2022.102470
Deep Learning in Cardiology.ReviewIEEE reviews in biomedical engineering · 2019Bizopoulos P, Koutsouris DDOI: 10.1109/RBME.2018.2885714
Deep Learning and Geriatric Mental Health.ReviewThe American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry · 2024Aizenstein H, Moore RC, Vahia I et al.DOI: 10.1016/j.jagp.2023.11.008
Deep Learning in Image-Based Plant Phenotyping.ReviewAnnual review of plant biology · 2024Murphy KM, Ludwig E, Gutierrez J et al.DOI: 10.1146/annurev-arplant-070523-042828
Deep learning applications in protein crystallography.ReviewActa crystallographica. Section A, Foundations and advances · 2024Matinyan S, Filipcik P, Abrahams JPDOI: 10.1107/S2053273323009300

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Wikidata facts

Image: Deep Learning.jpg
Has use: Artificial intelligence

Show 6 more facts

discoverer or inventor: Q92894
topic's main category: Category:Deep learning
Commons category: Deep learning
WordLift URL: data.thenextweb.com/tnw/entity/deep_learning
social media followers: 95159
Stack Exchange tag: stats.stackexchange.com/tags/deep-learning

Sources (6)

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Article · Français

L'apprentissage profond ou apprentissage en profondeur (en anglais : deep learning, deep structured learning, hierarchical learning) est un ensemble de méthodes d'apprentissage automatique tentant de modéliser avec un haut niveau d’abstraction des données grâce à des architectures articulées de différentes transformations non linéaires. Ces techniques ont permis des progrès importants et rapides dans les domaines de l'analyse du signal sonore ou visuel et notamment de la reconnaissance faciale, de la reconnaissance vocale, de la vision par ordinateur, du traitement automatisé du langage. Dans les années 2000, ces progrès ont suscité des investissements privés, universitaires et publics importants, notamment de la part des GAFAM (Google, Apple, Facebook, Amazon, Microsoft).

Abstract from DBpedia / Wikipedia · CC BY-SA

apprentissage profond

Research

Wikidata facts

Article · Français

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What links here1,336 pages