Goals: Develop computational approach to creativity.
Motivation and general info:
Creativity is one of the least understood human faculties.
Understand it at the neurocognitive level, do something creative computationally.
Initiate an interdisciplinary program with neuropsychology, neuroscience and neurocognitive informatics.
Focus on language.
Some talks are here; papers are linked below and
more papers are here.
Links on creativity, including books, conferences, etc.
Our BrainGene (Mambo) server invents new names for products!
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Duch W,
Computational Creativity.
Encyclopedia of Systems Biology, W. Dubitzky, O. Wolkenhauer, H. Yokota, K-H Cho (Eds.), Springer 2013.
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Pilichowski M, Duch, W,
BrainGene: computational creativity algorithm that invents novel interesting names
2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence (CIHLI) Singapore, April 2013, pp. 92-99.
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Duch W,
Autonomy requires creativity and meta-learning,
Journal of Artificial General Intelligence 3(2), 39–41, 2012
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Pilichowski M, Duch W,
Neurocognitive Approach to Creativity in the Domain of Word-invention.
Lecture Notes in Computer Science 5507, pp. 88–96, 2009.
Online doi: 10.1007/978-3-642-03040-6_11
In: Köppen, M., Kasabov, N., Coghill, G. (Eds.): 15th International Conference on Neural Information Processing (ICONIP 2008), Auckland, New Zealand, November 25-28, 2008, Part II.
- Pilichowski M, Duch W,
Neurocognitive Approach to Creativity in the Domain of Word-invention.
In: Köppen, M., Kasabov, N., Coghill, G. (Eds.): 15th International Conference on Neural Information Processing (ICONIP 2008), Auckland, New Zealand, November 25-28, 2008, Part II.
- Duch W,
Intuition, Insight, Imagination and Creativity (PDF).
IEEE Computational Intelligence Magazine 2(3), August 2007, pp. 40-52
- Duch W, Pilichowski M,
Experiments with computational creativity.
Neural Information Processing – Letters and Reviews, Vol. 11, No. 4-6, April/June 2007, pp. 123-133
- Duch W, Creativity and the Brain,
In: A Handbook of Creativity for Teachers. Ed. Ai-Girl Tan, Singapore: World Scientific Publishing 2007, pp. 507-530.
- Duch W, Computational Creativity.
World Congress on Computational Intelligence (WCCI'06), Vancouver, 16-21 July 2006, IEEE Press, pp. 1162-1169
See also:
Duch W,
Neurocognitive Informatics Manifesto.
In: Series of Information and Management Sciences, California Polytechnic State University,
8th Int Conf on Information and Management Sciences (IMS 2009), Kunming-Banna, Yunan, China, pp. 264-282.