DEEP LEARNING APPLICATIONS WITH MATLAB. NEURAL NETWORKS FOR FUNCTION FITTING, CLUSTERS, PATTERNS, AND TIME SERIES

MATLAB includes the Neural Network Toolbox (Deep Learning Toolbox from version 18 onward) which provides algorithms, functions, and applications for creating, training, visualizing, and simulating neural networks. It can perform classification, regression, clustering, dimensionality reduction, time series forecasting, and modeling and control of dynamic systems. The toolbox includes deep learning algorithms for convolutional neural networks and autoencoders for image classification and feature learning. All these applications of neural networks are developed in this book through step-by-step examples.