Table of Contents
- Introduction to Computational Models of Cognition
- Roadmap to Neural Network Models of Cognition
- The McCulloch-Pitts Artificial Neuron (McCulloch & Pitts, 1943)
- The Perceptron (Rossenblat, 1958)
- The Adaline - Adaptive Linear Neuron (Widrow & Hoff, 1959)
- The Multilayer Perceptron (Rummelhart, Hinton & Williams, 1986)
- The Convolutional Neural Network (Lecun et all, 1989; LeCun et all 1998, Krizhevsky et all, 2012)
- The Recurrent Neural Network (Lecun et all, 1989; LeCun et all 1998, Krizhevsky et all, 2012)