Spatio-temporal Computation with Neural Sensorial Maps

  • Authors:
  • J. M. Ferrández-Vicente;A. Delgado;J. Mira

  • Affiliations:
  • Dpto. Electrónica, Tecnología de Computadoras, Univ. Politécnica de Cartagena,;Departamento de Inteligencia Artificial, UNED,;Departamento de Inteligencia Artificial, UNED,

  • Venue:
  • IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy
  • Year:
  • 2009

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Abstract

In this work, the conexionist computational paradigm used in Artificial Intelligence (AI) and Autonomous Robotics is revised. A Neural Computational paradigm based on perceptual association maps is also analysed regarding his close relation with the conexionist paradigm. We explore the Singer hypothesis about the evidence of the same neural mechanism previous to retinotopic projections. Finally, the implications of this computational paradigm with maps in the context of the definition, design, building and evaluation of bioinspired systems is discussed.