Neural network design and the complexity of learning, by J. Stephen Judd. Cambridge, MA: MIT Press, 1990
作者： Vasant Honavar
DOI: 10.1007/BF00993255
关键词: Artificial intelligence 、 Neural network design 、 Computer science 、 Cognitive science
摘要:
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paperity.org参考文章(18)
C. Van Der Malsburg, Frank Rosenblatt: Principles of Neurodynamics: Perceptrons and the Theory of Brain Mechanisms Springer, Berlin, Heidelberg. pp. 245- 248 ,(1986) , 10.1007/978-3-642-70911-1_20
P. Werbos, Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences Ph. D. dissertation, Harvard University. ,(1974)
David E. Rumelhart, James L. McClelland, , Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations Computational Models of Cognition and Perception. ,(1986) , 10.7551/MITPRESS/5236.001.0001
E Mark Gold, Language identification in the limit Information & Computation. ,vol. 10, pp. 447- 474 ,(1967) , 10.1016/S0019-9958(67)91165-5
Michael Randolph Garey, Johnson: computers and intractability: a guide to the theory of np- completeness (freeman ,(1979)
Jean-Pierre Nadal, STUDY OF A GROWTH ALGORITHM FOR A FEEDFORWARD NETWORK International Journal of Neural Systems. ,vol. 01, pp. 55- 59 ,(1989) , 10.1142/S0129065789000463
B. W. White, Frank Rosenblatt, PRINCIPLES OF NEURODYNAMICS. PERCEPTRONS AND THE THEORY OF BRAIN MECHANISMS American Journal of Psychology. ,vol. 76, pp. 705- ,(1961) , 10.2307/1419730
Michael R. Garey, David S. Johnson, Computers and Intractability: A Guide to the Theory of NP-Completeness ,(1979)
Eric B. Baum, A Proposal for More Powerful Learning Algorithms Neural Computation. ,vol. 1, pp. 201- 207 ,(1989) , 10.1162/NECO.1989.1.2.201
Ronald L. Rivest, Avrim Blum, Training a 3-node neural network is NP-complete conference on learning theory. pp. 9- 18 ,(1988) , 10.5555/93025.93033