Parallel Distributed Processing theory in the age of deep networks

Article English OPEN
Bowers, Jeffrey;
(2017)
  • Journal: volume 21,pages950-961issn: 1364-6613
  • Publisher copyright policies & self-archiving
  • Related identifiers: doi: 10.1016/j.tics.2017.09.013
  • Subject: /dk/atira/pure/core/keywords/psyc_language | Language | grandmother cell | localist representation | distributed representation | symbolic representation | deep neural network | /dk/atira/pure/researchoutput/pubmedpublicationtype/D016428 | Journal Article | /dk/atira/pure/researchoutput/pubmedpublicationtype/D016454 | Review

Parallel Distributed Processing (PDP) models in psychology are the precursors of deep networks used in computer science. However, only PDP models are associated with two core psychological claims, namely, that all knowledge is coded in a distributed format, and cognitio... View more
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