Combining Representational Domains for Computational Creativity

The paper describes a combinatorial creativity module embedded in a cognitive architecture. The proposed module is based on the focus of attention model proposed by and is implemented using Self Organising Map (SOM) neural networks.

[1]  Simon Colton,et al.  Computational Creativity: The Final Frontier? , 2012, ECAI.

[2]  Angelo Cangelosi,et al.  Epigenetic Robotics Architecture (ERA) , 2010, IEEE Transactions on Autonomous Mental Development.

[3]  Paul Thagard,et al.  The AHA! Experience: Creativity Through Emergent Binding in Neural Networks , 2011, Cogn. Sci..

[4]  Liane Gabora,et al.  Cognitive mechanisms underlying the creative process , 2002, Creativity & Cognition.

[5]  K. Heilman,et al.  Creative Innovation: Possible Brain Mechanisms , 2003, Neurocase.

[6]  Giovanni Pilato,et al.  Introducing a creative process on a cognitive architecture , 2013, BICA 2013.

[7]  Riccardo Rizzo.  A New Training Method for Large Self Organizing Maps , 2012, Neural Processing Letters.

[8]  N. Foo.  Conceptual Spaces—The Geometry of Thought , 2022 .

[9]  Anna Jordanous,et al.  A Standardised Procedure for Evaluating Creative Systems: Computational Creativity Evaluation Based on What it is to be Creative , 2012, Cognitive Computation.

[10]  Simon Colton,et al.  Computational Creativity Theory: Inspirations behind the FACE and the IDEA models , 2011, ICCC.

[11]  Philippe Pasquier,et al.  Context Machines: A Series of Situated and Self-Organizing Artworks , 2013, Leonardo.

[12]  Giovanni Pilato,et al.  Binding representational spaces of colors and emotions for creativity , 2013, BICA 2013.

[13]  Liane Gabora,et al.  Cognitive mechanisms underlying the creative process , 2002, Creativity & Cognition.

[14]  M. V. Velzen,et al.  Self-organizing maps , 2007 .

[15]  Margaret A. Boden,et al.  Computer Models of Creativity , 2009, AI Mag..