Software Listing: Neural Networks

This set of programs correspond to demos, exercises, and implementations of algorithms described in Abdi H. (1994) Les Reseaux de Neurone (in French) and in (in English) Abdi, Valentin, Edelman (1999) Neural Networks. Sage These include: Linear auto and hetero associators, radial basis function networks, backpropagation. etc. For a full book description and ordering information, please refer to http://www.mathworks.com/support/books/book1390.jsp.

  • Publisher: Herve Abdi
  • Date: 20-02-2013
  • Size: 61 KB
  • Platform: Matlab, Scripts

Similar to using the extended Kalman filter, Neural Networks can also be trained through parameter estimation using the unscented Kalman filter. This file provides a function for this purpose. It also includes an example to show how to use this function. It requires the unscented Kalman filter, ukf function, which can be downloaded from: http://www.mathworks.com/matlabcentral/fil...objectType=FILE.

  • Publisher: Yi Cao
  • Date: 09-01-2013
  • Size: 10 KB
  • Platform: Matlab, Scripts

The matrix implementation of the two-layer Multilayer Perceptron (MLP) neural networks. The matrix implementation of the MLP and Backpropagation algorithm for two-layer Multilayer Perceptron (MLP) neural networks. Marcelo Augusto Costa Fernandes DCA - CT - UFRN mfernandes@dca.ufrn.br.

  • Platform: Matlab, Scripts

Simple tutorial on pattern recognition using back propagation neural networks. the program has 3 classes with 3 images per class..

  • Platform: Matlab, Scripts

Inspired by neurons and their connections in the brain, neural network is a representation used in machine learning. After running the back-propagation learning algorithm on a given set of examples, the neural network can be used to predict outcomes for any set of input values.

Neural Networks is a handy, easy to use tool specially designed to visually demonstrate the feedforward backpropagation algorithm. There is visual feedback for weight adjustments and error analysis.

Neural Network features support for graphical modification and creation of neural networks. It allows for separate training and test sets, where the network is trained by the training set, and the test set is a "control".

  • Platform: WinOther

SprinN, Capital Markets Predictions with Neural Networks. SprinN, the best prediction tool based on Artificial Intelligence techniques (Artificial Neural Networks), gives you accurate open, hold and close recommendations for your investments in the Capital Markets. SprinN allows you to select the risk of your operations, commissions, influence of technical analysis indicators, etc., and generates detailed reports and graphics. Up to three variables per model.

  • Publisher: AERN
  • Date: 11-3-2003
  • Size: 4416 KB
  • Platform: WinOther

SprinN, Capital Markets Predictions with Neural Networks. SprinN, the best prediction tool based on Artificial Intelligence techniques (Artificial Neural Networks), gives you accurate open, hold and close recommendations for your investments in the Capital Markets. Both long and short operations are available. SprinN lets you select the risk of your operations, the commissions, the influence of technical analysis indicators (moving average, volatility, stochastic, oscillator, ...), the training and testing periods, the delay of the trade, etc., and generates detailed reports and graphics. Up to three variables per model.

  • Publisher: AERN
  • Date: 1-9-2003
  • Size: 4122 KB
  • Platform: Win2000, WinOther

A.I. Solver Studio is a unique pattern recognition application that deals with finding optimal solutions to classification problems and uses several powerful and proven artificial intelligence techniques including neural networks, genetic programming and genetic algorithms. No special knowledge is required of users as A.I. Solver Studio manages all the complexities of the problem solving internally. This leaves users free to concentrate on formulating their problems of interest.Typically, all that is required of users is that they formulate their problems by creating training data and test data.

  • Platform: Windows Server, Windows Vista, WinOther

Trading software for stocks, ETF's, currencies, mutual funds and indices! Optimal Trader combines technical analysis with artificial neural networks and modern adaptive signal processing. Most indicators have been improved with new technology. A large database with stocks, mutual funds and indices is available for free. Features: *Optimal Trader's Combined Analysis Model merges the buy and sell signals of the active models into a single buy or sell signal. The Combined Analysis Model produces more stable trading signals than trading signals from single models. *Pick winning stocks or funds with the Portfolio Scan feature based on your criteria and neural network forecasting.

  • Platform: Win2000, Windows Server, Windows Vista, WinOther

NeXt Stock (NXS) uses state of the art neural networks to predict future behavior of stock market quotes: high, low, average and other values for up to several days. Historical data is automatically downloaded from Google, but CSV files can be loaded too. Moreover, NXS has accurately predicted other phenomena, such as river flows and seasonal patterns. This software is easy to use for beginners, while also offering advanced functionality. NeXt Stock is available in a limited trial version so feel free to try before you buy..

  • Platform: Win2000, Windows Server, Windows Vista, WinOther

NeuralCode is an industrial grade Artificial Neural Networks implementation for financial prediction. The software can take data like the Opening price, High, Low, Volume and other technical indicators for predicting or uncovering trends and patterns. It is designed to utilize Supervised Learning with Multi-Layer Perceptrons and Optimized Back Propagation for complex learning. In mathematical theory, under suitable conditions, the iterative procedure of adjusting the weights causes the networks to converge to a set of correct weights that can be useful for predicting complex (non linearly separable problems) trends and patterns.

  • Platform: Win2000, Windows Server, Windows Vista, WinOther

C++ library that efficiently implements data propagation through convolutional neural networks..

  • Platform: Linux, WinOther

Character Recognition Using Neural Networks Steps to use this GUI. 1. Open the GUI figure, run it. (accept the matlab to change its directory to new location where the file is stored) 2. First we need to teach Character to computer. For this type the Character in the textbox space provided and press "TEACH". 3. You can save all the taught data. 4. For retrival, click start. Note: Paint Brush software of microsoft opens for entering the image. So, we need to save the image after editing. For best results teach each Character not less than ten times..

  • Platform: Matlab, Scripts

A rudimentary 3D computer game that utilises artificial neural networks to enable computer agents to anticipate a target's location and shoot (bullets) in the corresponding direction.
Locale Prediction with Neural Networks License - GNU General Public License (GPL).

  • Platform: WinOther

OpenNN is an open source class library written in C++ which implements neural networks, a main method of artificial intelligence.

This open neural networks library was formerly known as Flood.
Extensive documentation., Unit testing., Many examples.
OpenNN: Open Neural Networks Library License - GNU Library or Lesser General Public License version 3.0 (LGPLv3).

  • Publisher: Flood
  • Date:
  • Size: 19923 KB
  • Platform: WinOther

We experiment with Evolution of Artifical Neural Networks, combining the two fields of Evolutionary Computation and ANNs. Our methods are applied to a variety of interesting problems. To learn more, click on "Home Page", "Mail", or "Files".
Evolution of Artificial Neural Networks License - Public Domain.

  • Platform: WinOther

JCortex is a complete solution that allows software developers create, educate and use Artificial Neural Networks in Java projects. Splits in two elements: JCortex Framework, an ANN Java framework; and JCortexBuilder, its graphic development environment.
JCortex (Neural Networks Framework) License - GNU Library or Lesser General Public License (LGPL).

  • Publisher: Jcortex
  • Date:
  • Size: 470 KB
  • Platform: Linux, Mac OS X, WinOther

Simple tutorial on pattern recognition using back propagation neural networks. the program has 3 classes with 3 images per class..

  • Platform: Matlab, Scripts

Neural network classification results live view (like a movie).
Free software for playing with neural networks classification.

Major features
* Easy, ready to play with.
* Live view.
* Many network architectures.
* Different shapes of training data sets.
* Learning with backpropagation algorithm.
* Optional momentum.

For better understanding of neural networks. SharkTime Software - Sharky Neural Network - Classification neural network in action..

  • Platform: Win2000, Windows Vista, WinOther, WinVista

EasyNN-plus is a neural network system for Microsoft Windows. It makes the creation of neural networks easy. It allows the user to produce multilayer neural networks from a grid or from text files and images. The user can produce training, validating and querying files using the facilities in EasyNN-plus or using any editor, word processor or spreadsheet that supports text files. EasyNN-plus can learn from training data and can self validate while learning. It can be queried from a file or interactively. EasyNN-plus can produce spreadsheet like output and results files. All graphs and diagrams are updated during training and querying so the user can see how the neural networks are working.

  • Platform: Win2000, Windows Server, WinOther

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