Extending Dynamical Systems Theory to Model Embodied Cognition

Cognitive Science 35 (3):444-479 (2011)
Abstract
We define a mathematical formalism based on the concept of an ‘‘open dynamical system” and show how it can be used to model embodied cognition. This formalism extends classical dynamical systems theory by distinguishing a ‘‘total system’’ (which models an agent in an environment) and an ‘‘agent system’’ (which models an agent by itself), and it includes tools for analyzing the collections of overlapping paths that occur in an embedded agent's state space. To illustrate the way this formalism can be applied, several neural network models are embedded in a simple model environment. Such phenomena as masking, perceptual ambiguity, and priming are then observed. We also use this formalism to reinterpret examples from the embodiment literature, arguing that it provides for a more thorough analysis of the relevant phenomena
Keywords Representation  Embodied cognition  Dynamical systems  Neural networks
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DOI 10.1111/j.1551-6709.2010.01151.x
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References found in this work BETA
Action in Perception.Alva Noë - 2005 - MIT Press.
The Principles of Psychology.William James - 1890 - Dover Publications.

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Towards a Computational Theory of Experience.Tomer Fekete & Shimon Edelman - 2011 - Consciousness and Cognition 20 (3):807-827.

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