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.
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References
Gibson, J.J.: The ecological approach to visual perception. Houghton-Mifflin, Boston (1979)
Singer, W.: The Observer in the Brain. In: Understanding Representation in the Cognitive Sciences, pp. 253–256. Kluwer Academic/Plenum Publishers, New York (1999)
Craik, K.: The Nature of Explanation. Cambridge University Press, Cambridge (1943)
Penfield, W., Rasmussen, T.: The cerebral cortex of man. Macmillan, New York (1954)
Uchida, N., et al.: Odor maps in the mammalian olfactory bulb: domain organization and odorant structural features. Nature Neuroscience 3(10), 1035–1042 (2000)
Merzenich, M.M., Kaas, J.H.: Principles of organization of sensory-perceptual systems in mammals. Progress in psychobiology and physiological psychology (1980)
Suga, N.: Cortical Computational maps for auditory imaging. Neural Networks 3, 3–21 (1990)
Libet, B.: Unconscious cerebral initiative and the role of conscious will in voluntary action. Behavioral and Brain Sciences 8(4), 529–566 (1985)
Luria, A.: The working brain. Basic Books, New York (1973)
Marr, D.: Vision. Freeman, San Francisco (1982)
Braitenberg, V.: Vehicles, experiments in synthetic psychology. In: Sober, E. (ed.) (1984)
Gonzalo, J.: Las funciones cerebrales humanas segun nuevos datos y bases fisiologicas, Instituto Cajal. CSIC (1954)
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Ferrández-Vicente, J.M., Delgado, A., Mira, J. (2009). Spatio-temporal Computation with Neural Sensorial Maps. In: Mira, J., Ferrández, J.M., Álvarez, J.R., de la Paz, F., Toledo, F.J. (eds) Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira’s Scientific Legacy. IWINAC 2009. Lecture Notes in Computer Science, vol 5601. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02264-7_9
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DOI: https://doi.org/10.1007/978-3-642-02264-7_9
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