Computational Emotional Thinking and Virtual Neurotransmitters

Turing genius anticipated current research in AI field for 65 years and stated that idea of intelligent machines "cannot be wholly ignored, because the idea of 'intelligence' is itself emotional rather than mathematical" (Turing, 1948). The authors' work is dedicated to construction or synthesis of computational emotional thinking. The authors used 3 bases for their work: AI-six thinking levels model described in book "The emotion machine" (Minsky, 2007). Evolutionary psychology model of emotions that is called "Wheel of emotions" (Plutchik, 2001), the authors used as subjective perception model. Neuroscience (neurotransmission) theory of emotions by Lovheim "Cube of emotions" (Lovheim, 2012) was used as objective brain emotional response model. Based on neurotransmitters impact the authors propose to model emotional computing systems. Overall presented work is synthesis of several emotional/affective theories to produce a model of emotions and affective mechanisms that fit model of six thinking levels architecture.

[1]  Semir Zeki,et al.  Neural Correlates of Hate , 2008, PloS one.

[2]  J. Fellous,et al.  Emotions: from brain to robot , 2004, Trends in Cognitive Sciences.

[3]  Erik Cambria,et al.  Sentic Computing: Techniques, Tools, and Applications , 2012 .

[4]  P. Petta,et al.  Computational models of emotion , 2010 .

[5]  桐山 伸也 "The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind," Marvin Minsky, Simon & Schuster, 2006(私のすすめるこの一冊,コーヒーブレイク) , 2007 .

[6]  H. Lövheim A new three-dimensional model for emotions and monoamine neurotransmitters. , 2012, Medical hypotheses.

[7]  Rosalind W. Picard Affective computing: challenges , 2003, Int. J. Hum. Comput. Stud..

[8]  P. Wilson,et al.  The Nature of Emotions , 2012 .

[9]  J. Abrams,et al.  Anatomic and Functional Topography of the Dorsal Raphe Nucleus , 2004, Annals of the New York Academy of Sciences.

[10]  Stacy Marsella,et al.  Evaluating a Computational Model of Emotion , 2005, Autonomous Agents and Multi-Agent Systems.

[11]  Marc Spraragen,et al.  Computational Models of Emotion and Cognition , 2012 .

[12]  Pierre Poirier,et al.  A Three-Level Cognitive Architecture for the Simulation of Human Behaviour , 2012, Canadian Conference on AI.

[13]  Erik Cambria,et al.  The Hourglass of Emotions , 2011, COST 2102 Training School.

[14]  Rosalind W. Picard,et al.  An affective model of interplay between emotions and learning: reengineering educational pedagogy-building a learning companion , 2001, Proceedings IEEE International Conference on Advanced Learning Technologies.

[15]  J. Fellous Neuromodulatory Basis of Emotion , 1999 .