Multi-layer adaptive filters trained with back propagation: A statistical approach

This publication has 21 references indexed in Scilit:

• Backpropagation and stochastic gradient descent method
  Neurocomputing, 1993
• A universal theorem on learning curves
  Neural Networks, 1993
• Statistical analysis of the single-layer backpropagation algorithm. II. MSE and classification performance
  IEEE Transactions on Signal Processing, 1993
• Four Types of Learning Curves
  Neural Computation, 1992
• Information geometry of Boltzmann machines
  IEEE Transactions on Neural Networks, 1992
• Learning processes in neural networks
  Physical Review A, 1991
• Networks and the best approximation property
  Biological Cybernetics, 1990
• Approximation by superpositions of a sigmoidal function
  Mathematics of Control, Signals, and Systems, 1989
• Multilayer feedforward networks are universal approximators
  Neural Networks, 1989
• A Theory of Adaptive Pattern Classifiers
  IEEE Transactions on Electronic Computers, 1967