约书亚·本希奥 OC FRS FRSC(法語:Yoshua Bengio,1964年3月5日[1]—)是一名加拿大計算機科學家,因其在人工神經網路和深度學習方面的研究而知名[2][3][4],其中最为著名的工作是神经概率语言模型[5]、ReLU[6]和注意力机制。他是蒙特婁大學計算機科學和運籌學系的教授以及蒙特婁學習算法研究所(英语:Mila (research institute))科學主任。
约书亚·本希奥Yoshua BengioOC FRS FRSC攝於2019年出生 (1964-03-05) 1964年3月5日(61歲)法國巴黎公民权加拿大母校麦吉尔大学知名于深度學習神经概率语言模型神经机器翻译ReLU生成對抗網路詞嵌入去噪自編碼器神經語言模型元學習(英语:Meta-learning)注意力机制奖项瑪麗-維克托林獎(英语:Prix Marie-Victorin)(2017)圖靈獎(2018)美国人工智能协会会士(英语:AAAI Fellow)(2019)网站yoshuabengio.org科学生涯研究领域計算機科學机构蒙特婁大學论文Artificial Neural Networks and their Application to Sequence Recognition(1991年)博士導師雷納托·德莫里(Renato de Mori)著名學生伊恩·古德費洛
本希奥與杰弗里·辛顿和楊立昆一起獲得2018年的圖靈獎,以表彰他們在深度學習方面的貢獻[7]。這三人有時被稱為「AI教父」和「深度學習教父」[8][9][10][11][12][13]。
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^ Yoshua Bengio - A.M. Turing Award Laureate. amturing.acm.org. [2020-12-15]. (原始内容存档于November 27, 2020).
^ Knight, Will. IBM Pushes Deep Learning with a Watson Upgrade. MIT Technology Review. July 9, 2015 [July 31, 2016]. (原始内容存档于2019-03-31).
^ LeCun, Yann; Bengio, Yoshua; Hinton, Geoffrey. Deep learning. Nature. 2015, 521 (7553): 436–444. Bibcode:2015Natur.521..436L. PMID 26017442. S2CID 3074096. doi:10.1038/nature14539.
^ Bergen, Mark; Wagner, Kurt. Welcome to the AI Conspiracy: The 'Canadian Mafia' Behind Tech's Latest Craze. Recode. July 15, 2015 [July 31, 2016]. (原始内容存档于March 31, 2019).
^ Bengio, Yoshua; Ducharme, R\'{e}jean; Vincent, Pascal. A Neural Probabilistic Language Model (PDF). Proceedings of the 14th International Conference on Neural Information Processing Systems. 2000-01-01: 893–899.
^ Xavier Glorot, Antoine Bordes and Yoshua Bengio. Deep sparse rectifier neural networks (PDF). AISTATS. 2011 [2016-09-28]. (原始内容 (PDF)存档于2016-12-13).
^ Fathers of the Deep Learning Revolution Receive ACM A.M. Turing Award. Association for Computing Machinery. New York. March 27, 2019 [March 27, 2019]. (原始内容存档于March 27, 2019).
^ 'Godfathers of AI' honored with Turing Award, the Nobel Prize of computing. March 27, 2019 [December 9, 2019]. (原始内容存档于April 4, 2020).
^ Godfathers of AI Win This Year's Turing Award and $1 Million. March 29, 2019 [December 9, 2019]. (原始内容存档于March 30, 2019).
^ Nobel prize of tech awarded to 'godfathers of AI'. The Telegraph. March 27, 2019 [December 9, 2019]. (原始内容存档于April 14, 2020).
^ The 3 'Godfathers' of AI Have Won the Prestigious $1M Turing Prize. Forbes. [December 9, 2019]. (原始内容存档于April 14, 2020).
^ Ray, Tiernan. Deep learning godfathers Bengio, Hinton, and LeCun say the field can fix its flaws. ZDNet. [February 15, 2020]. (原始内容存档于March 3, 2020).
^ Turing Award Winners 2019 Recognized for Neural Network Research - Bloomberg. Bloomberg News. March 27, 2019 [February 15, 2020]. (原始内容存档于April 10, 2020).
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