Literature DB >> 25304474

Human creativity, evolutionary algorithms, and predictive representations: The mechanics of thought trials.

Arne Dietrich1, Hilde Haider.   

Abstract

Creative thinking is arguably the pinnacle of cerebral functionality. Like no other mental faculty, it has been omnipotent in transforming human civilizations. Probing the neural basis of this most extraordinary capacity, however, has been doggedly frustrated. Despite a flurry of activity in cognitive neuroscience, recent reviews have shown that there is no coherent picture emerging from the neuroimaging work. Based on this, we take a different route and apply two well established paradigms to the problem. First is the evolutionary framework that, despite being part and parcel of creativity research, has no informed experimental work in cognitive neuroscience. Second is the emerging prediction framework that recognizes predictive representations as an integrating principle of all cognition. We show here how the prediction imperative revealingly synthesizes a host of new insights into the way brains process variation-selection thought trials and present a new neural mechanism for the partial sightedness in human creativity. Our ability to run offline simulations of expected future environments and action outcomes can account for some of the characteristic properties of cultural evolutionary algorithms running in brains, such as degrees of sightedness, the formation of scaffolds to jump over unviable intermediate forms, or how fitness criteria are set for a selection process that is necessarily hypothetical. Prospective processing in the brain also sheds light on how human creating and designing - as opposed to biological creativity - can be accompanied by intentions and foresight. This paper raises questions about the nature of creative thought that, as far as we know, have never been asked before.

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Mesh:

Year:  2015        PMID: 25304474     DOI: 10.3758/s13423-014-0743-x

Source DB:  PubMed          Journal:  Psychon Bull Rev        ISSN: 1069-9384


  83 in total

1.  Neural correlates of creativity in analogical reasoning.

Authors:  Adam E Green; David J M Kraemer; Jonathan A Fugelsang; Jeremy R Gray; Kevin N Dunbar
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2011-11-21       Impact factor: 3.051

Review 2.  Heuristic decision making.

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Journal:  Conscious Cogn       Date:  2010-11-23

Review 4.  Towards a unified science of cultural evolution.

Authors:  Alex Mesoudi; Andrew Whiten; Kevin N Laland
Journal:  Behav Brain Sci       Date:  2006-08       Impact factor: 12.579

5.  Episodic future thinking.

Authors:  Cristina M. Atance; Daniela K. O'Neill
Journal:  Trends Cogn Sci       Date:  2001-12-01       Impact factor: 20.229

6.  Cortical morphology of visual creativity.

Authors:  David A Gansler; Dana W Moore; Teresa M Susmaras; Matthew W Jerram; Janelle Sousa; Kenneth M Heilman
Journal:  Neuropsychologia       Date:  2011-05-12       Impact factor: 3.139

Review 7.  Neurocognitive mechanisms underlying the experience of flow.

Authors:  Arne Dietrich
Journal:  Conscious Cogn       Date:  2004-12

Review 8.  The cognitive neuroscience of constructive memory: remembering the past and imagining the future.

Authors:  Daniel L Schacter; Donna Rose Addis
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2007-05-29       Impact factor: 6.237

9.  'If' and the problems of conditional reasoning.

Authors:  Ruth M J Byrne; P N Johnson-Laird
Journal:  Trends Cogn Sci       Date:  2009-06-18       Impact factor: 20.229

10.  The promises and perils of the neuroscience of creativity.

Authors:  Anna Abraham
Journal:  Front Hum Neurosci       Date:  2013-06-05       Impact factor: 3.169

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  11 in total

Review 1.  Types of creativity.

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Journal:  Psychon Bull Rev       Date:  2019-02

2.  Modifying Sensory Afferences on Tablet Changes Originality in Drawings.

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Journal:  Front Psychol       Date:  2022-06-14

3.  The Richness of Inner Experience: Relating Styles of Daydreaming to Creative Processes.

Authors:  Claire M Zedelius; Jonathan W Schooler
Journal:  Front Psychol       Date:  2016-02-02

4.  Can Contraries Prompt Intuition in Insight Problem Solving?

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Journal:  Front Psychol       Date:  2016-12-26

5.  Search and Coherence-Building in Intuition and Insight Problem Solving.

Authors:  Michael Öllinger; Albrecht von Müller
Journal:  Front Psychol       Date:  2017-05-29

6.  A Neurocognitive Framework for Human Creative Thought.

Authors:  Arne Dietrich; Hilde Haider
Journal:  Front Psychol       Date:  2017-01-10

7.  Sources of Embodied Creativity: Interactivity and Ideation in Contact Improvisation.

Authors:  Michael Kimmel; Dayana Hristova; Kerstin Kussmaul
Journal:  Behav Sci (Basel)       Date:  2018-05-23

8.  The Predictive Creative Mind: A First Look at Spontaneous Predictions and Evaluations During Idea Generation.

Authors:  Jacopo Valtulina; Alwin de Rooij
Journal:  Front Psychol       Date:  2019-11-01

9.  Problem solving stages in the five square problem.

Authors:  Anna Fedor; Eörs Szathmáry; Michael Öllinger
Journal:  Front Psychol       Date:  2015-08-04

10.  Neuroart: picturing the neuroscience of intentional actions in art and science.

Authors:  Todd Siler
Journal:  Front Hum Neurosci       Date:  2015-07-23       Impact factor: 3.169

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