Cognitive Science 35 (1):1-33 (2011)
Many kinds of creativity result from combination of mental representations. This paper provides a computational account of how creative thinking can arise from combining neural patterns into ones that are potentially novel and useful. We defend the hypothesis that such combinations arise from mechanisms that bind together neural activity by a process of convolution, a mathematical operation that interweaves structures. We describe computer simulations that show the feasibility of using convolution to produce emergent patterns of neural activity that can support cognitive and emotional processes underlying human creativity
|Keywords||Representation Binding Creativity Emotion Neural engineering framework Neural networks Conceptual combination Neurocomputation Convolution|
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References found in this work BETA
Gut Reactions: A Perceptual Theory of the Emotions.Jesse J. Prinz - 2004 - Oxford University Press.
Explaining the Brain: Mechanisms and the Mosaic Unity of Neuroscience.F. Craver Carl - 2007 - Oxford University Press, Clarendon Press.
A Neurocomputational Perspective: The Nature of Mind and the Structure of Science.Paul M. Churchland - 1989 - MIT Press.
Citations of this work BETA
Intention, Emotion, and Action: A Neural Theory Based on Semantic Pointers.Tobias Schröder, Terrence C. Stewart & Paul Thagard - 2014 - Cognitive Science 38 (5):851-880.
Cognitive Science and Thought Experiments: A Refutation of Paul Thagard's Skepticism.Michael T. Stuart - 2014 - Perspectives on Science 22 (2):264-287.
Abstraction and Insight: Building Better Conceptual Systems to Support More Effective Social Change.Steven E. Wallis - 2014 - Foundations of Science 19 (4):353-362.
Two Theories of Consciousness: Semantic Pointer Competition Vs. Information Integration.Paul Thagard & Terrence C. Stewart - 2014 - Consciousness and Cognition 30:73-90.
The Self as a System of Multilevel Interacting Mechanisms.Paul Thagard - 2012 - Philosophical Psychology (2):1-19.
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