A Neural Network for Visual Pattern Recognition

Computer

Volumn 21, Issue 3, 1988, Pages 65-75

  Fukushima, Kunihiko ^a  

^a NHK Science and Technical Research Laboratories   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DATA STORAGE, DIGITAL - ASSOCIATIVE; PATTERN RECOGNITION; SYSTEMS SCIENCE AND CYBERNETICS - NEURAL NETS;

NETWORK SELF-ORGANIZATION; THRESHOLD CONTROL; VISUAL PATTERN RECOGNITION;

VISION;

EID: 0023981865     PISSN: 00189162     EISSN: None     Source Type: Trade Journal    
DOI: 10.1109/2.32     Document Type: Article

References (12)

1. K. Fukushima, “A Neural Network Model for Selective Attention in Visual Pattern Recognition,” Biological Cybernetics, Vol. 55, No. 1, Oct. 1986, pp. 5–15.
2. K. Fukushima, “A Neural Network Model for Selective Attention in Visual Pattern Recognition and Associative Recall,” Applied Optics, Vol. 26, No. 23, Nov. 1987, pp. 4985–4992.
3. D.E. Rumelhart, G.E. Hinton, and R.J. Williams, “Learning Representations by Back-Propagating Errors,” Nature, Vol. 322, No. 6008, Oct. 1986, pp. 533–536.
4. K. Fukushima, “Cognitron: A Self-Organizing Multilayered Neural Network,” Biological Cybernetics, Vol. 20, No. 3/4, Nov. 1975, pp. 121–136.
5. D.E. Rumelhart, and D. Zipser, “Feature Discovery by Competitive Learning,” Cognitive Science, Vol. 9, 1985, pp. 75–112.
6. K. Fukushima, “Neocognitron: A Self-Organizing Neural Network Model for a Mechanism of Pattern Recognition Unaffected by Shift in Position,” Biological Cybernetics, Vol. 36, No. 4, April 1980, pp. 193–202.
7. K. Fukushima and S. Miyake, “Neocog nitron: A New Algorithm for Pattern Recognition Tolerant of Deformation and Shifts in Position,” Pattern Recognition, Vol. 15, No. 6, 1982, pp. 455–469.
8. T. Kohonen, Associative Memory: A System-Theoretical Approach, Springer-Verlag, Berlin, 1977.
9. D.H. Hubei and T.N. Wiesel, “Receptive Fields, Binocular Interaction, and Functional Architecture in the Cat's Visual Cortex,” J. Physiology, Vol. 160, No. 1, London, 1962, pp. 106–154.
10. C. Bruce, R. Desimone, and C.G. Grosss, “Visual Properties of Neurons in a Polysensory Area in the Superior Temporal Sulcus of the Macaque,” J. Neurophysiology, Vol. 46, No. 2, Aug. 1981, pp. 369–384.
11. G.A. Carpenter and S. Grossberg, “A Massively Parallel Architecture for a Self-Organizing Neural Pattern Recognition Machine,” Computer Vision, Graphics and Image Processing, Vol. 37, No. 1, Jan. 1987, pp. 54–115.
12. K. Fukushima, “Neocognitron: A Hierarchical Neural Network Capable of Visual Pattern Recognition,” to appear in Neural Networks, Vol. 1, No. 2, April 1988.