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Publication Detail
A mathematical theory of semantic development in deep neural networks
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Publication Type:Journal article
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Publication Sub Type:Article
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Authors:Saxe AM, McClelland JL, Ganguli S
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Publisher:NATL ACAD SCIENCES
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Publication date:04/06/2019
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Pagination:11537, 11546
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Journal:PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
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Volume:116
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Issue:23
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Status:Published
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Print ISSN:0027-8424
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Language:English
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Keywords:Science & Technology, Multidisciplinary Sciences, Science & Technology - Other Topics, semantic cognition, deep learning, neural networks, generative models, INTERNAL STRUCTURE, REPRESENTATIONS, CATEGORIES, SIMILARITY, EMERGENCE, OBJECTS
Abstract
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