gaussianSrc.rar - The EM algorithm is short for Expectation-Maximization algorithm. It is based on an iterative optimization of the centers and widths of the kernels. The aim is to optimize the likelihood that the given data points are generated by a mixture of Gaussians. The numbers next to the Gaussians give the relative importance (amplitude) of each component.,2006-06-21 19:31:33,下载58次
apbSrc.tar.rar - Single-layer neural networks can be trained using various learning algorithms. The best-known algorithms are the Adaline, Perceptron and Backpropagation algorithms for supervised learning. The first two are specific to single-layer neural networks while the third can be generalized to multi-layer perceptrons.,2006-06-21 19:30:35,下载15次
hopfieldSrc.rar - The Hopfield model is a distributed model of an associative memory. Neurons are pixels and can take the values of -1 (off) or +1 (on). The network has stored a certain number of pixel patterns. During a retrieval phase, the network is started with some initial configuration and the network dynamics evolves towards the stored pattern which is closest to the initial configuration.,2006-06-21 19:24:30,下载10次
BPtoXorS.rar - 此程序实现BP网络对异或地模拟，执行是没有错误的，但是时间过长的话，会出现debug
错误。虽然对程序本身的输出没有影响，但是让自己觉得不完善。,2006-06-21 19:04:41,下载2次
Rfname.rar - This application
not only demonstrates the basics of using the Microsoft Foundation classes
but is also a starting point for writing your application.
This file contains a summary of what you will find in each of the files that
make up your Rfname application.
,2006-06-21 18:56:08,下载4次
rbfSrc.rar - This program demonstrates some function approximation capabilities of a Radial Basis Function Network.
The user supplies a set of training points which represent some "sample" points for some arbitrary curve. Next, the user specifies the number of equally spaced gaussian centers and the variance for the network. Using the training samples, the weights multiplying each of the gaussian basis functions arecalculated using the pseudo-inverse (yielding the minimum least-squares solution). The resulting network is then used to approximate the function between the given "sample" points. ,2006-06-21 18:52:49,下载24次
c++neuralnetworkdevelopmentpakage.rar - annie is an ANN, ie, Artificial Neural Network library developed in C++. It can be used to implement various kinds of neural networks like Multi-Layer Perceptron, Radial basis function networks, Hopfield networks etc.,2006-06-21 18:48:36,下载16次
predicSrc.rar - This applet illustrates the prediction capabilities of the multi-layer perceptrons. It allows to define an input signal on which prediction will be performed. The user can choose the number of input units, hidden units and output units, as well as the delay between the input series and the predicted output series. Then it is possible to observe interesting prediction properties.,2006-06-21 18:43:51,下载2次