deep learning en · NOUN
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.
Meanings
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(qualifier:machine learning, uncountable) A form of machine learning based on the interpretation of the structure of data.
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.
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: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.
2012 November 23, John Markoff, “Scientists See Promise in Deep-Learning Programs”, in New York Times:
Deriveds
Hypernyms
ML · machine learning · learning
Relateds
Synonyms
Translations (25)
ja ディープラーニング (form of machine learning) · ko 딥 러닝 (form of machine learning) · pt aprendizado profundo (form of machine learning) · sv djupinlärning (form of machine learning) · th การเรียนรู้เชิงลึก (form of machine learning) · fi syväoppiminen (form of machine learning) · ru глубо́кое обуче́ние (form of machine learning) · pl głębokie uczenie (form of machine learning) · it deep learning (form of machine learning) · pl uczenie głębokie (form of machine learning) · af diepleer (form of machine learning) · ka ღრმა დასწავლა (form of machine learning) · de Deep Learning (form of machine learning) · pl deep learning (form of machine learning) · ja 深層学習 (form of machine learning) · vi học cấu trúc sâu (form of machine learning) · it apprendimento profondo (form of machine learning) · ka ღრმა სწავლება (form of machine learning) · fr apprentissage profond (form of machine learning) · es aprendizaje profundo (form of machine learning) · vi học sâu (form of machine learning) · tr derin öğrenme (form of machine learning) · fr deep learning (form of machine learning) · el βαθιά μάθηση (form of machine learning) · cmn 深度學習 /深度学习 (form of machine learning)