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Koneksionisme

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Koneksionisme (bahasa Inggeris: connectionism) atau faham sambungan ialah pendekatan dalam bidang sains kognitif yang harap menjelaskan fenomena mental menggunakan rangkaian neural buatan (ANN).[1] Koneksionisme mengemukakan teori kognitif berdasarkan kegiatan isyarat teragih dan berlaku serentak melalui sambungan yang boleh diwakili dalam bentuk angka, di mana pembelajaran berlaku dengan mengubah suai kekuatan hubungan berdasarkan pengalaman.[2]

Lihat juga

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  1. ^ Garson, James (27 November 2018). Zalta, Edward N. (penyunting). The Stanford Encyclopedia of Philosophy. Metaphysics Research Lab, Stanford University – melalui Stanford Encyclopedia of Philosophy.
  2. ^ Smolensky, Paul (1999). "Grammar-based Connectionist Approaches to Language" (PDF). Cognitive Science. 23 (4): 589–613. doi:10.1207/s15516709cog2304_9.
  • Rumelhart, D.E., J.L. McClelland and the PDP Research Group (1986). Parallel Distributed Processing: Explorations in the Microstructure of Cognition. Volume 1: Foundations, Cambridge, Massachusetts: MIT Press, ISBN 978-0262680530
  • McClelland, J.L., D.E. Rumelhart and the PDP Research Group (1986). Parallel Distributed Processing: Explorations in the Microstructure of Cognition. Volume 2: Psychological and Biological Models, Cambridge, Massachusetts: MIT Press, ISBN 978-0262631105
  • Pinker, Steven and Mehler, Jacques (1988). Connections and Symbols, Cambridge MA: MIT Press, ISBN 978-0262660648
  • Jeffrey L. Elman, Elizabeth A. Bates, Mark H. Johnson, Annette Karmiloff-Smith, Domenico Parisi, Kim Plunkett (1996). Rethinking Innateness: A connectionist perspective on development, Cambridge MA: MIT Press, ISBN 978-0262550307
  • Marcus, Gary F. (2001). The Algebraic Mind: Integrating Connectionism and Cognitive Science (Learning, Development, and Conceptual Change), Cambridge, Massachusetts: MIT Press, ISBN 978-0262632683
  • David A. Medler (1998). "A Brief History of Connectionism" (PDF). Neural Computing Surveys. 1: 61–101.

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Templat:Cybernetics