Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
@article{Fukushima2004NeocognitronAS, title={Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position}, author={K. Fukushima}, journal={Biological Cybernetics}, year={2004}, volume={36}, pages={193-202} }
A neural network model for a mechanism of visual pattern recognition is proposed in this paper. [...] Key Result Neither is it affected by a small change in shape nor in size of the stimulus pattern.Expand Abstract
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- 92
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References
SHOWING 1-10 OF 22 REFERENCES
Self-Organization of a Neural Network which Gives Position-Invariant Response
- Computer Science
- IJCAI
- 1979
- 6
Cognitron: A self-organizing multilayered neural network
- Computer Science, Medicine
- Biological Cybernetics
- 2004
- 306
Visual properties of neurons in inferotemporal cortex of the Macaque.
- Psychology, Medicine
- Journal of neurophysiology
- 1972
- 1,434
- PDF
Ferrier lecture - Functional architecture of macaque monkey visual cortex
- Geography, Medicine
- Proceedings of the Royal Society of London. Series B. Biological Sciences
- 1977
- 2,149
- PDF
RECEPTIVE FIELDS AND FUNCTIONAL ARCHITECTURE IN TWO NONSTRIATE VISUAL AREAS (18 AND 19) OF THE CAT.
- Computer Science, Medicine
- Journal of neurophysiology
- 1965
- 2,562
- PDF
Feature Extraction and Recognition of Handwritten Characters by Homogeneous Layers
- Computer Science
- 1971
- 10