Books

Books : reviews

Pierre Peretto.
An Introduction to the Modeling of Neural Networks.
CUP. 1992

(read but not reviewed)


Contents:

  1. Introduction
    • emergence • automata
  2. The biology of neural networks: a few features for the sake of non-biologists
  3. The dynamics of neural networks: a stochastic approach
  4. Hebbian models of associative memory
  5. Temporal sequences of patterns
  6. The problem of learning in neural networks
  7. Learning dynaics in 'visible' neural netowrks
  8. Solving the problem of credit assignment
  9. Self-organization
    • ontogenesis
  10. Neurocomputation
  11. Neurocomputers
  12. A critical view of the modeling of neural networks