Chapter 1: Neural Network Basics Activation Functions Derivative of the Sigmoid Function Single Layer Network Chapter 2: Self Organizing Maps SOM Colors Chapter 3: Hopfield & Boltzmann Machines Hopfield Network Boltzmann Machine TSP Weight Grid Chapter 4: Feedforward Neural Networks Softmax Multi Layer Network Chapter 5: Training & Evaluation Annealing and ROC Chapter 6: Backpropagation Training X