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DARTMOUTH TO DEEP LEARNING · THE PROGRAMS, PAPERS & PEOPLE · 1956–PRESENT

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Backpropagation popularized in a Nature paper

Backpropagation · Late 1986 (date approximate)
Backpropagation
System
Backpropagation
Series
Carnegie Mellon / UCSD
Venue
Carnegie Mellon / UC San Diego
Date (best guess)
Late 1986 (date approximate)
Lab / Organization
Carnegie Mellon / UCSD
Nickname
Backpropagation popularized in a Nature paper
Researchers
David Rumelhart
Geoffrey Hinton
Ronald Williams

Rumelhart, Hinton, and Williams published 'Learning representations by back-propagating errors' in Nature, popularizing the backpropagation algorithm for training multi-layer neural networks. Though the underlying idea had earlier roots, this paper made it central to the field and enabled networks to learn useful internal representations. A foundational moment for the deep-learning revolution decades later.

Were you working in the field when it happened?

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