deep learning

See also: Deep Learning

English

Etymology

Coined by Israeli-American computer scientist Rina Dechter in 1986, in the context of backtracking in theorem proving. Later applied to multilayered (“deep”) neural networks by Geoffrey Hinton.

Noun

deep learning (uncountable)

2. (machine learning) A form of machine learning based on the interpretation of the structure of data.

   Synonym: DL (initialism)

   Hypernyms: ML, machine learning < learning

   Hyponyms: RL, reinforcement learning

   • 1986 August 11, Rina Dechter, “Learning while searching in constraint-satisfaction-problems”, in Proceedings of the Fifth AAAI National Conference on Artificial Intelligence (AAAI'86), Philadelphia, Pennsylvania: AAAI Press, →DOI, pages 178–183:

     Discovering all minimal conflict-sets amounts to acquiring all the possible information out of a dead-end. Yet, such deep learning may require considerable amount of work.

   • 2012 November 23, John Markoff, “Scientists See Promise in Deep-Learning Programs”, in New York Times‎^[1]:

     Deep learning was given a particularly audacious display at a conference last month in Tianjin, China, when Richard F. Rashid, Microsoft’s top scientist, gave a lecture in a cavernous auditorium while a computer program recognized his words and simultaneously displayed them in English on a large screen above his head.

Derived terms

• deepfake

Related terms

• DLSS

Translations

form of machine learning

• Afrikaans: diepleer
• Chinese:

  Mandarin: 深度學習 / 深度学习 (shēndù xuéxí)

• Esperanto: please add this translation if you can
• Estonian: please add this translation if you can
• Finnish: syväoppiminen (fi)
• French: apprentissage profond (fr) m, deep learning (fr) m
• Georgian: ღრმა სწავლება (ɣrma sc̣avleba), ღრმა დასწავლა (ɣrma dasc̣avla)
• German: Deep Learning (de) n
• Greek: βαθιά μάθηση (el) f (vathiá máthisi)
• Italian: apprendimento profondo m, deep learning m
• Japanese: ディープラーニング (ja), 深層学習 (ja)
• Korean: 딥 러닝 (dip reoning)
• Polish: deep learning (pl) m, głębokie uczenie n, uczenie głębokie (pl) n
• Portuguese: aprendizado profundo m
• Russian: глубо́кое обуче́ние (ru) n (glubókoje obučénije)
• Spanish: aprendizaje profundo m
• Swedish: djupinlärning (sv) c
• Thai: การเรียนรู้เชิงลึก (gaan-riian-rúu-chəəng-lʉ́k)
• Turkish: derin öğrenme
• Vietnamese: học sâu, học cấu trúc sâu

Further reading

• deep learning on Wikipedia.Wikipedia

Italian

Etymology

Unadapted borrowing from English deep learning.

Noun

deep learning m (invariable)

1. (computing, neologism) deep learning