Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position

Springer Science and Business Media LLC - Tập 36 Số 4 - Trang 193-202 - 1980
Kunihiko Fukushima1
1NHK Broadcasting Science Research Laboratories, Tokyo, Japan

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Tài liệu tham khảo

Fukushima, K.: Cognitron: a self-organizing multilayered neural network. Biol. Cybernetics 20, 121?136 (1975)

Fukushima, K.: Improvement in pattern-selectivity of a cognitron (in Japanese). Pap. Tech. Group MBE78-27, IECE Japan (1978)

Fukushima, K.: Self-organization of a neural network which gives position-invariant response (in Japanese). Pap. Tech. Group MBE 78-109, IECE Japan (1979a)

Fukushima, K.: Self-organization of a neural network which gives position-invariant response. In: Proceedings of the Sixth International Joint Conference on Artificial Intelligence. Tokyo, August 20?23, 1979, pp. 291?293 (1979b)

Fukushima, K.: Improvement in pattern-selectivity of a cognitron (in Japanese). Trans. IECE Japan (A), J 62-A, 650?657 (1979c)

Giebel, H.: Feature extraction and recognition of handwritten characters by homogeneous layers. In: Pattern recognition in biological and technical systems. Grüsser, O.-J., Klinke, R. (eds.), pp. 162?169. Berlin, Heidelberg, New York: Springer 1971

Gross, C.G., Rocha-Miranda, C.E., Bender, D.B.: Visual properties of neurons in inferotemporal cortex of the macaque. J. Neurophysiol. 35, 96?111 (1972)

Hubel, D.H., Wiesel, T.N.: Receptive fields, binocular interaction and functional architecture in cat's visual cortex. J. Physiol. (London) 160, 106?154 (1962)

Hubei, D.H., Wiesel, T.N.: Receptive fields and functional architecture in two nonstriate visual area (18 and 19) of the cat. J. Neurophysiol. 28, 229?289 (1965)

Hubel, D.H., Wiesel, T.N.: Functional architecture of macaque monkey visual cortex. Proc. R. Soc. London, Ser. B 198, 1?59 (1977)

Kabrisky, M.: A proposed model for visual information processing in the human brain. Urbana, London: Univ. of Illinois Press 1966

Meyer, R.L., Sperry, R.W.: Explanatory models for neuroplasticity in retinotectral connections. In: Plasticity and function in the central nervous system. Stein, D.G., Rosen, J.J., Butters, N. (eds.), pp. 45?63. New York, San Francisco, London: Academic Press 1974

Rosenblatt, F.: Principles of neurodynamics. Washington, D.C.: Spartan Books 1962

Sato, T., Kawamura, T., Iwai, E.: Responsiveness of neurons to visual patterns in inferotemporal cortex of behaving monkeys. J. Physiol. Soc. Jpn. 40, 285?286 (1978)