Statistical analysis of the single-layer backpropagation algorithm. II. MSE and classification performance

This publication has 10 references indexed in Scilit:

• Steady-state analysis of a single-layer perceptron based on a system identification model with bias terms
  IEEE Transactions on Circuits and Systems, 1991
• On weight update saturation nonlinearities in LMS adaptation
  IEEE Transactions on Acoustics, Speech, and Signal Processing, 1990
• 30 years of adaptive neural networks: perceptron, Madaline, and backpropagation
  Proceedings of the IEEE, 1990
• Convergence properties and stationary points of a perceptron learning algorithm
  Proceedings of the IEEE, 1990
• Performance surfaces of a single-layer perceptron
  IEEE Transactions on Neural Networks, 1990
• Nonlinear quantization effects in the LMS and block LMS adaptive algorithms-a comparison
  IEEE Transactions on Acoustics, Speech, and Signal Processing, 1989
• On error-saturation nonlinearities in LMS adaptation
  IEEE Transactions on Acoustics, Speech, and Signal Processing, 1988
• An introduction to computing with neural nets
  IEEE ASSP Magazine, 1987
• A modified version of Price's theorem
  IEEE Transactions on Information Theory, 1967
• A useful theorem for nonlinear devices having Gaussian inputs
  IEEE Transactions on Information Theory, 1958