Functional Link Artificial Neural Network Matlab Code Free Download

 

Functional link artificial neural network matlab code free download mac

DIGIT AL SIGNAL PROCESSING DEP ARTMENT OF MA THEMA TICAL MODELLING TECHNICAL UNIVERSIT Y OF DENMARK Intr oduction t o Arti cial Neur al Networks Jan Lar sen 1st Edition c No v ember 1999 b y Jan Lar sen. Con ten ts Preface iv 1 In tro duction 1.1 De nitions of Neural Net w orks. 2 1.1.1 Information Pro cessing in Large Net w orks of Simple. How to customize Neural Networks' activation. Learn more about neural network, neural networks, transfer function Deep Learning Toolbox.

Implementation of Artificial neural networks in MATLAB.

Usage demonstration :

Defination of the network :>>> [num_layers, psizes, y, biases, weights ] = init([7,5,1])

Code

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)

Finally, for training use this :>>> SGD(training_data,test_data, epochs=100, eta_SGD=0.5)

Don't forget to chage the parameters according to your needs, viz. epochs for which to train and the learning step size.