Complexity theory of neural networks and classification problems

This publication has 12 references indexed in Scilit:

• Classification capabilities of two-layer neural nets
  Published by Institute of Electrical and Electronics Engineers (IEEE) ,2003
• Approximation by superpositions of a sigmoidal function
  Mathematics of Control, Signals, and Systems, 1989
• What Size Net Gives Valid Generalization?
  Neural Computation, 1989
• Construction of neural nets using the radon transform
  Published by Institute of Electrical and Electronics Engineers (IEEE) ,1989
• Experiments on neural net recognition of spoken and written text
  IEEE Transactions on Acoustics, Speech, and Signal Processing, 1988
• Learned classification of sonar targets using a massively parallel network
  IEEE Transactions on Acoustics, Speech, and Signal Processing, 1988
• An introduction to computing with neural nets
  IEEE ASSP Magazine, 1987
• Classifying learnable geometric concepts with the Vapnik-Chervonenkis dimension
  Published by Association for Computing Machinery (ACM) ,1986
• A theory of the learnable
  Communications of the ACM, 1984
• Metric Entropy, Widths, and Superpositions of Functions
  The American Mathematical Monthly, 1962