Modeling Visual Ventral Pathway Based on the Neocognitron

Modeling Visual Ventral Pathway Based on the Neocognitron Takeharu Yoshizuka,∗2 Hayaru Shouno,∗3 Hiroyuki Miyamoto,∗2 Masato Okada∗4 and Kunihiko Fukushima∗5 Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology∗2 Graduate School of Medicine, Yamaguchi University∗3 Graduate School of Frontier Sciences, The University of Tokyo∗4 Graduate School of Informatics, Kansai University∗5

[1]  J. P. Jones,et al.  An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex. , 1987, Journal of neurophysiology.

[2]  Kunihiko Fukushima,et al.  Neocognitron for handwritten digit recognition , 2003, Neurocomputing.

[3]  E. Rolls.  Brain mechanisms for invariant visual recognition and learning , 1994, Behavioural Processes.

[4]  Kunihiko Fukushima,et al.  Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position , 1980, Biological Cybernetics.

[5]  D. Hubel,et al.  Receptive fields, binocular interaction and functional architecture in the cat's visual cortex , 1962, The Journal of physiology.

[6]  D. Hubel,et al.  Receptive fields of single neurones in the cat's striate cortex , 1959, The Journal of physiology.

[7]  Tomaso A. Poggio,et al.  3D Object Recognition: A Model of View-Tuned Neurons , 1996, NIPS.

[8]  Keiji Tanaka,et al.  Inferotemporal cortex and object vision. , 1996, Annual review of neuroscience.

[9]  Tomaso A. Poggio,et al.  Just One View: Invariances in Inferotemporal Cell Tuning , 1997, NIPS.

[10]  Keiji Tanaka,et al.  Neuronal selectivities to complex object features in the ventral visual pathway of the macaque cerebral cortex. , 1994, Journal of neurophysiology.

[11]  T. Poggio,et al.  Hierarchical models of object recognition in cortex September 23 , 1999 , 1999 .

[12]  K. Fukushima.  Neural network model for selective attention in visual pattern recognition and associative recall. , 1987, Applied optics.

[13]  D. J. Felleman,et al.  Distributed hierarchical processing in the primate cerebral cortex. , 1991, Cerebral cortex.

[14]  David L. Sheinberg,et al.  Visual object recognition. , 1996, Annual review of neuroscience.

[15]  A. J. Mistlin,et al.  Visual neurones responsive to faces , 1987, Trends in Neurosciences.