ARNOL'D, V. I.   Ordinary Differential Equations, Springer-Verlag. 1992.
BALLARD, D. H.   An Introduction to Natural Computation, The MIT Press. 1997.
GOLDSTEIN, E. B.   Sensation and Perception, Brooks/Cole Pub. Co. 1996.
HILDEBRANDT, S. and TROMBA, A.    The Parsimonious Universe: Shape and Form in the Natural World, Springer-Verlag. 1996.
PRATT, W. K.   Digital Image Processing, Wiley, 1978.
RICHARDS, W. A. (Ed.)   Natural Computation. The MIT Press. 1988.
SANGER, T.   Optimal Unsupervised Learning in a Single-Layer Linear Feedforward Neural Network, in: Neural Networks 2, 459-73. 1989.
TURK, M. and PENTLAND, A.   Eigenfaces for Recognition, Journal of Cognitive Neuroscience3(1), 71-86. 1991.

Book Related Resources
  Dana H. Ballard's Home Page
  Introduction to Natural Computation - The MIT Press

Keywords Related Resources

  Brain Organization

Computational Theory
  Fundamentals of Computing

  Making Connections - The Synapse

Turing Machine
  Turing Machines
Turing Machine Simulator
Turing Machine Applet

Bayes' Rule
  Bayes' Theorem

  Entropy on the World Wide Web
Entropy in Information and Coding Theory
Entropy and the Laws of Thermodynamics

Minimum Description Length Principle
  The Minimum Description Length Principle Applied to Feature Learning and Analogical Mapping
Low-complexity Art

Heuristic Search

  Explanation of Minimax
MiniMax with Alpha-Beta Cutoff
Othello puzzle using Minimax

Heuristic Search Puzzles
  Heuristic Search: 8 Puzzle
On Sliding Block Puzzles
Missionaries and Cannibals

Fourier Transform
  An Introduction to Fourier Theory
Fourier Transform Applet
FFT laboratory - Applet

Karhunen-Loève Transform
  Principal Components Analysis
Karhunen-Loève Decomposition: Literature Review

Linear Algebra
  Linear Algebra

Differential Equations
  SOS Mathematics - Differential Equations

  Lyapunov Exponent
Lyapunov Space

Nonlinear Dynamics
  Math Archives - Nonlinear Dynamics
Chaos Demonstrations
Emergence of Chaos

Hamiltonian Concept
  Euler-Lagrange and Hamilton's Equations

Lagrange Multipliers
  Lagrange Multipliers

Optimality Principle
  Necessary Conditions of Optimality

Hopfield Memory
  A Hopfield Associative Memory - Applet
Associative Memory: Hopfield model

Hopfield Network
  A Hopfield Network to solve the 8-queens problem
The Hopfield Network: Descent on an Energy Surface

Kalman Filter
Kalman Filter
Kalman Filtering Technique
The Kalman Filter

Kanerva Memories
  Kanerva Sparse Distributed Memory Model

Radial Basis Functions
  Radial Basis Functions

  A Backpropagation Learning Tool for Function Approximation
The BackPropagation Network: Learning by Example
Adaline, Perceptron and Backpropagation

  Perceptron Learning
Adaline, Perceptron and Backpropagation
OCR with Multi-Layer Perceptrons
Prediction with Multi-Layer Perceptrons
Multi-Layer Perceptron {0;1}
Multi-Layer Perceptron {-1:1}
Generalization in Multi-Layer Perceptrons

Principal Component Analysis
  Principal Component Analysis - Applet

Travelling Salesman Problem
  Travelling Salesman Problem - Applet
Travelling Salesman Problem with Kohonen - Applet
Elastic Net Method for the Travelling Salesman Problem

Unupervised Learning
  Bayesian Self-Organizing Map Simulation - Applet
BSOM1: Bayesian Self-Organizing Map Ver. 1.0 - Applet
Competitive Learning Methods
3D Kohonen Feature Map - Applet
Color Self-Organizing Feature Map - Applet

Markov Models
  Markov Processes
Hidden Markov Models

  Backgammon On-line
Temporal Difference Learning and TD-Gammon

  Are we learning now?

Reinforcement Learning
  Reinforcement Learning: An Introduction
Reinforcement Learning: A Tutorial
Reinforcement Learning Repository
Reinforcement Learning: A Survey
Reinforcement Learning Tetris
Java Black Jack and Reinforcement Learning

  Using co-evolutionary programming to simulate strategic behaviour in markets

Genetic Algorithms
  A Brief Introduction To Genetic Algorithms
Applet ilustrating Genetic Algorithm
GA Archive
Introduction to Genetic Algorithms
Pratical Guide to Genetic Algorithms
Genetic Algorithms
Evolutionary Computation Webliography
IlliGAL - Illinois Genetic Algorithms Laboratory
GAlib - A C++ Library of Genetic Algorithm Components
The Hitch-Hiker's Guide to Evolutionary Computation
Distributed Genetic Algorithm
A Sample Genetic Algorithm Applet
Introduction to Evolutionary Computation

Schemata Theorem
  Schemata in Genetic Algorithms

Genetic Programming
  The Genetic Programming Tutorial Notebook
Simple Symbolic Regression Using Genetic Programming la John Koza
Home Page of John R. Koza
The Hitch-Hiker's Guide to Evolutionary Computation

  LISP Tutorial

Authors Related Resources
  Cybernetic Vision Research Group