How the brain can discover the existence of external egocentric space

Abstract The neurobiological problem is addressed of how the brain might build an internal representation of external egocentric space by fusing the information from different sensory modalities. The proposed model is based on self-organizing topology representing networks, activated by multi-modal sensory vectors. The learnt representation is invariant to coordinate transformations and can support an active planning function by exploiting the lateral connectivity of the network.

[1]  B. Stein,et al.  The Merging of the Senses , 1993 .

[2]  Pietro G. Morasso,et al.  Neurocomputing concepts in motor control , 1991 .

[3]  J. Paillard Brain and space , 1991 .

[4]  Teuvo Kohonen,et al.  Self-Organization and Associative Memory, Third Edition , 1989, Springer Series in Information Sciences.

[5]  Michael S. A. Graziano,et al.  SOMATOTOPICALLY ORGANIZED MAPS OF NEAR VISUAL SPACE EXIST , 1992 .

[6]  M. Jeannerod The representing brain: Neural correlates of motor intention and imagery , 1994, Behavioral and Brain Sciences.

[7]  R. Shepard,et al.  Mental Images and Their Transformations , 1982 .

[8]  Thomas Martinetz,et al.  Topology representing networks , 1994, Neural Networks.

[9]  G. E. Alexander,et al.  Do cortical and basal ganglionic motor areas use “motor programs” to control movement? , 1992 .

[10]  F. Mussa-Ivaldi,et al.  Do neurons in the motor cortex encode movement direction? An alternative hypothesis , 1988, Neuroscience Letters.

[11]  R. Oppermann The perception of light: by W. D. Wright. 100 pages, illustrations, 13 × 19 cms. London, Blackie & Son Limited. Price 6 s , 1939 .

[12]  Dr. Juhani Hyvärinen The Parietal Cortex of Monkey and Man , 1982, Studies of Brain Function.

[13]  G. Rizzolatti,et al.  Deficits in attention and movement following the removal of postarcuate (area 6) and prearcuate (area 8) cortex in macaque monkeys. , 1983, Brain : a journal of neurology.

[14]  J. Stein The representation of egocentric space in the posterior parietal cortex. , 1992, The Behavioral and brain sciences.

[15]  E. Fetz Movement control: Are movement parameters recognizably coded in the activity of single neurons? , 1992 .

[16]  P. Morasso,et al.  Self-Organizing Body Schema for Motor Planning , 1995 .

[17]  Toshio Tsuji,et al.  A Dynamical Model for the Generation of Curved Trajectories , 1993 .

[18]  M. Swash,et al.  The Motor Cortex , 1990 .

[19]  J. T. Massey,et al.  Mental rotation of the neuronal population vector. , 1989, Science.

[20]  Pietro Morasso,et al.  Self-organizing topographic maps and motor planning , 1994 .

[21]  K. Heilman,et al.  Neglect and Related Disorders , 1984, Seminars in neurology.

[22]  John Scott Bridle,et al.  Probabilistic Interpretation of Feedforward Classification Network Outputs, with Relationships to Statistical Pattern Recognition , 1989, NATO Neurocomputing.