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Neural networks and mental representation: an essay on harmony and rationality

We develop an analysis of the notion of mental representation, in the domain of visual perception, from a Cognitive Science perspective. Emphasis is given on a Connectionist view, according to which mental representations are emergent properties of the interaction between brain-like systems and structured light in the environment. We suggest that such a notion of mental representation indicates a way out of an ancient dispute between Representationalism and Eliminativism regarding the existence of mental representation in the human perceptual system.

Visual perception; connectionism; neural networks; cognitive science; patterns of information; mental representation; self-organization


Universidade Estadual Paulista, Departamento de Filosofia Av.Hygino Muzzi Filho, 737, 17525-900 Marília-São Paulo/Brasil, Tel.: 55 (14) 3402-1306, Fax: 55 (14) 3402-1302 - Marília - SP - Brazil
E-mail: transformacao@marilia.unesp.br