— Technology has always aimed at making human life easier and Artificial Neural Network has played an integral part in achieving this. Neural networks include simple elements operating in parallel which are inspired by biological nervous systems. PDF In this paper, codes in MATLAB for training artificial neural network (ANN) using particle swarm optimization (PSO) have been given. Download full-text PDF. Codes in MATLAB for Training.
- Neural Network Matlab Tutorial
- Neural Network In Matlab
- Artificial Neural Network Matlab Code Free Download Pdf Software
Implementation of Artificial neural networks in MATLAB.
Usage demonstration :
Neural Network Matlab Tutorial
Defination of the network :>>> [num_layers, psizes, y, biases, weights ] = init([7,5,1])
This will create a 3 layer network with 7 nodes in the input layer, 5 nodes in the hidden layer and 1 node in the output layer.Also returned are the various variables related to the network created including random biases, weights etc.
Import your data using any of the many methods and store in the training_data and test_data.Do something like >>> [training_data, test_data] = xlsread(data.xls)
Neural Network In Matlab
Finally, for training use this :>>> SGD(training_data,test_data, epochs=100, eta_SGD=0.5)
Artificial Neural Network Matlab Code Free Download Pdf Software
Don't forget to chage the parameters according to your needs, viz. epochs for which to train and the learning step size.