Neural Network Toolbox Getting Started Guide

神经网络现在又重新回到很多人关注的焦点中，所以特地把MATLAB 2014A中有关神经网络的工具箱使用资料分享给大家。 以下是目录摘要： ----------------------------------------------------- Automatic Script Generation . . . . 1-6 Neural Network Toolbox Applications . 1-7 Neural Network Design Steps . . . . . 1-9 Fit Data with a Neural Network . . . 1-10 Defining a Problem. . . . . . . . . . 1-10 Using the Neural Network Fitting Tool . . 1-12 Using Command-Line Functions . . . . . . . 1-23 Classify Patterns with a Neural Network . . 1-33 Defining a Problem . . . . . . . . . . .. . 1-33 Using the Neural Network Pattern Recognition Tool .. 1-35 Using Command-Line Functions . . . . . . . . . . . . 1-47 Cluster Data with a Self-Organizing Map . . . . . . 1-56 Defining a Problem . . . . . . . . . . . . . . . . . 1-56 vii Using the Neural Network Clustering Tool ... . . 1-57 Using Command-Line Functions . . . . . . . . .. . . 1-67 Neural Network Time Series Prediction and Modeling . . . . . . . . . . . . . . . . . . . 1-75 Defining a Problem . . . . . . . . . . . . . . 1-75 Using the Neural Network Time Series Tool . . . . . 1-76 Using Command-Line Functions . . . . . . . . . . . . 1-88 Parallel Computing on CPUs and GPUs . . . . . . . . .1-99 Parallel Computing Toolbox . . . . . . . . . . . . . 1-99 Parallel CPU Workers . . . . . . . . . . . . . . . . 1-99 GPU Computing . . . .. . . . . . . . . . . . . . . . 1-100 Multiple GPU/CPU Computing . . . . . . . . . . . . . 1-100 Cluster Computing with MATLAB Distributed Computing Server . . . . . . . . . . . . . . . . . . . . . . . 1-101 Load Balancing, Large Problems, and Beyond . . . . . 1-101 Neural Network Toolbox Sample Data Sets . . . . . . 1-103