Contents: Introduction to Artificial Neural Networks (ANN); Deep Learning and Neural Networks; Activation and Synaptic Dynamics; SIMD Architecture Approach to Artificial Neural Networks; Edge Detection in Biomedical Images Using Self-Organizing Maps; Hopfield Neural Network; RNNs and LSTMs; Echo State Network; Neural Network-Based Controller for Unmanned Aerial Vehicles