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David E. Rumelhart
Researcher at Stanford University
Publications - 113
Citations - 107805
David E. Rumelhart is an academic researcher from Stanford University. The author has contributed to research in topics: Artificial neural network & Context (language use). The author has an hindex of 39, co-authored 113 publications receiving 101117 citations. Previous affiliations of David E. Rumelhart include University of California, San Diego & PARC.
Papers
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Journal ArticleDOI
Learning representations by back-propagating errors
TL;DR: Back-propagation repeatedly adjusts the weights of the connections in the network so as to minimize a measure of the difference between the actual output vector of the net and the desired output vector, which helps to represent important features of the task domain.
Book ChapterDOI
Learning internal representations by error propagation
TL;DR: This chapter contains sections titled: The Problem, The Generalized Delta Rule, Simulation Results, Some Further Generalizations, Conclusion.
MonographDOI
Parallel Distributed Processing: Explorations in the Microstructure of Cognition: Foundations
Book
Learning internal representations by error propagation
TL;DR: In this paper, the problem of the generalized delta rule is discussed and the Generalized Delta Rule is applied to the simulation results of simulation results in terms of the generalized delta rule.