principle of back propagation is actually quite easy to understand, even
though the maths behind it can look rather daunting. The basic steps
Initialise the network with small random weights.
Present an input pattern to the input layer of the network.
iris data set for neural network.
back propagation algorithm is implemented which is one of the best learning technique for neural network.
in pre-processing step min-max normalization is used.... MatlabMatlab
Many diferents propagation simulation models for radiocomunications.
The COST Hata model is a radio propagation model that extends the urban Hata model (which in turn is based on the Okumura model) to cover a more elaborated range of frequencies. It is th... MatlabMatlab
A very simple example of Neural Networks
using back propagation
This program is a simple example of Neural Networks using back
propagation. My code has all basic functionalities like learning rate,
load net, save net, etc. You can have as many layers as you can. The
code here is exten... WindowsVB
This project gives u a detailed view of how the beam propagation methods works for several waveguides. this will be very useful if you are intrested in doing projects under the topic wave propagation for communication... MatlabMatlab
A multilayer perceptron is a feedforward artificial neural network
model that maps sets of input data onto a set of appropriate outputs. A
MLP consists of multiple layers of nodes in a directed graph, with each
layer fully connected to the next one.
Here is a fully commented, plain and... MatlabMatlab
This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version.
For more details, see the GNU General Public Licen... MatlabC++
Using the MATLAB simulation of Gaussian propagation in the atmosphere, you can observe some specific parameters, you can modify, you can see the beam waist, the distribution and changes of light intensity... MatlabMatlab