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035 9 _a(OCLCCM-CC)1353638100
035 _a(OCoLC)1353638100
037 _a14723
_bMIT Press
037 _a9780262374675
_bMIT Press
040 _aDLC
_beng
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_dMITPR
_dYDX
_dEBLCP
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041 _aeng
042 _apcc
049 _aMAIN
050 0 4 _aQ325.73
_b.D88 2023
072 7 _aCOM
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072 7 _aCOM
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082 0 0 _223
_a370.1523
100 1 _aDowning, Keith L.,
_eauthor.
_0http://id.loc.gov/authorities/names/n2014073031
245 1 0 _aGradient expectations :
_bstructure, origins, and synthesis of predictive neural networks /
_cKeith L. Downing.
246 3 0 _aStructure, origins, and synthesis of predictive neural networks
264 1 _aCambridge, Massachusetts :
_bThe MIT Press,
_c[2023]
300 _a1 online resource (unpaged) :
_billustrations (some color)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
504 _aIncludes bibliographical references and index.
505 0 _aConceptual foundations of prediction -- Biological foundations of prediction -- Neural energy networks -- Predictive coding -- Emergence of predictive networks -- Evolving artificial predictive networks.
520 _a"This book investigates the notion that the brain's primary function is prediction and uses deep learning to explore how our brains manage prediction and how this can lead to improved AI systems"--
_cProvided by publisher.
540 _aCreative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
_fCC BY-NC-ND 4.0
_uhttps://creativecommons.org/licenses/BY-NC-ND/4.0/
588 _aDescription based on online resource; title from digital title page (viewed on July 12, 2023).
650 0 _aDeep learning (Machine learning)
_0http://id.loc.gov/authorities/subjects/sh2021006947
650 0 _aNeural networks (Computer science)
_0http://id.loc.gov/authorities/subjects/sh90001937
650 0 _aConjugate gradient methods.
_0http://id.loc.gov/authorities/subjects/sh85031141
655 4 _aElectronic books.
856 4 0 _uhttps://directory.doabooks.org/handle/20.500.12854/111599
_yFull text is available at the Directory of Open Access Books. Click here to view.
942 _2ddc
_cOA