djup maskininlärning

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

del av AI-området maskininlärning

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.

In the Vinony graph

Within Vinony's link graph, djup maskininlärning is referenced by 1,336 other articles, and connects out to computer vision, transformer and feedforward neural network.

It is catalogued under the topic Deep learning.

Its subject is documented across 71 Wikipedia language editions.

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

via PubMed

Wikidata facts

Image: Deep Learning.jpg
Has use: Artificial intelligence

Show 6 more facts

discoverer or inventor: Geoffrey Hinton
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)

via Wikidata · CC0

Article · Svenska

Djup maskininlärning (engelska: deep learning, deep machine learning, deep structured learning eller hierarchical learning) är en del av området maskininlärning genom artificiella neuronnät. Djupa neuronnät är baserat på en uppsättning algoritmer som försöker modellera abstraktioner i data på hög nivå genom att använda många processlager med komplexa strukturer, bestående av många linjära och icke-linjära transformationer. Djupinlärning kan vara vägledd, semi-vägledd eller icke-vägledd och har fått stort genomslag inom bland annat , datorseende, , biostatistik och . Geoffrey Hinton, Yann LeCun och Yoshua Bengio är pionjärer inom djupinlärning.

Abstract from DBpedia / Wikipedia · CC BY-SA