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