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Average case analysis of the clipped Hebb rule for nonoverlapping perception networks
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Source Annual Workshop on Computational Learning Theory archive
Proceedings of the sixth annual conference on Computational learning theory table of contents
Santa Cruz, California, United States
Pages: 151 - 157  
Year of Publication: 1993
ISBN:0-89791-611-5
Authors
Sponsors
SIGACT: ACM Special Interest Group on Algorithms and Computation Theory
SIGART: ACM Special Interest Group on Artificial Intelligence
Publisher
ACM  New York, NY, USA
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Downloads (6 Weeks): 14,   Downloads (12 Months): 27,   Citation Count: 1
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REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

 
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Barkal E. & Kanter I., "Storage Csq~acity of a Multilayer Neural Network with Binary weights", Europhys. Lett., Vol. 14, 1991, 107-112.
 
2
Golea M. and Marchand M., "On I~u'ning Perceptrons with Binary Weights", To appear in Neural Computation.
 
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Gyorgyi G., "First-order Transition to Perfect Generalization in a Neural Network with Binary Synapses", Phys. Rev. A, Vol. 41, (1990), 7097- 7100.
 
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KShler H.,Diederich S., Kinzel W., Opper M., "Learning Algorithm for a Neural Network with Binary Synapses", Z. Phys. B, Vol. 78, (1990), 333- 342.
 
7
Mato G. and Parga N., "Generalization Properties of Multilayerd Neural Networks", J. Phys. A: Math. Gen., Vol. 25, (1992), 5047-5054.
 
8
Meir R., Fontanari J. F., "Calculation of Learning Curves for Inconsistent Algorithms", Phys. Rev. A, Vol. 45, (1992), 8874--8884.
 
9
Opper M., Kinzel W., Kleinz J., Nehl R., "On the Ability of the Optimal Perceptron to Generalize", J. Phys. A: Math. Gen., Vol. 23, (1990), L581- L586.
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Schwarze H. and Hertz J., "Generalization in a Large Committee Machine", Europhys. Left., Vol. 20, (1992), 375-380.
 
12
Seung H. S., Sompolinsky H., and Tishby N., "Statistical Mechanics of Learning from Examples", Phys. Rev. A, Voi. 45, (1992), 6056-6091.
 
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Collaborative Colleagues:
Mostefa Golea: colleagues
Mario Marchand: colleagues