Biological model of vision for an artificial system that learns to perceive its environment

A computer algorithm is described which implements models of the biological visual mechanisms of the retina, thalamic lateral geniculate and perigeniculate nuclei, and primary visual cortex. Motion and pattern analyses are performed in parallel and interact in the cortex to construct perceptions. The authors hypothesize that motion reflexes serve as unconditioned pathways for the learning and recall of pattern information. The algorithm demonstrates this conditioning through a learning function approximating heterosynaptic facilitation.<<ETX>>

[1]  V. Braitenberg,et al.  Thoughts on the cerebral cortex. , 1974, Journal of theoretical biology.

[2]  A. Grinnell,et al.  Introduction to Nervous Systems , 1978 .

[3]  J. Szentágothai,et al.  The Basic Neuronal Circuit of the Neocortex , 1972 .

[4]  D H Hubel,et al.  Brain mechanisms of vision. , 1979, Scientific American.

[5]  R. A. Weale,et al.  The Vertebrate Retina. Principles of Structure and Function , 1974 .

[6]  F. A. Miles Centrifugal Effects in the Avian Retina , 1970, Science.

[7]  W Singer,et al.  Control of thalamic transmission by corticofugal and ascending reticular pathways in the visual system. , 1977, Physiological reviews.

[8]  V. Mountcastle,et al.  An organizing principle for cerebral function : the unit module and the distributed system , 1978 .

[9]  L. Stark,et al.  Scanpaths in Eye Movements during Pattern Perception , 1971, Science.

[10]  D. Puro The Retina. An Approachable Part of the Brain , 1988 .

[11]  G. Ahlsén,et al.  Inhibition from the brain stem of inhibitory interneurones of the cat's dorsal lateral geniculate nucleus. , 1984, The Journal of physiology.

[12]  F. O. Schmitt,et al.  The Organization of the Cerebral Cortex. , 1982 .

[13]  M. R. Blackburn,et al.  Machine Visual Motion Detection Modeled On Vertebrate Retina , 1988, Optics & Photonics.

[14]  E. Harth,et al.  Brainstem control of sensory information: a mechanism for perception. , 1985, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[15]  G Mann,et al.  ON THE THALAMUS * , 1905, British medical journal.

[16]  Jonathan Stone,et al.  Hierarchical and parallel mechanisms in the organization of visual cortex , 1979, Brain Research Reviews.