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  • Last update: 5 years ago
  • Total downloads: 241
  • Operating system: WinXP, Win2003, Win2000, Win Vista, Windows 7
  • Publisher: sevarac
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windows default iconNeuroph Publisher's description

Neuroph is lightweight Java neural network framework to develop common neural network architectures.

Neuroph is lightweight Java neural network framework to develop common neural network architectures. It contains well designed, open source Java library with small number of basic classes which correspond to basic NN concepts.

Neuroph simplifies the development of neural networks by providing Java neural network library and GUI tool that supports creating, training and saving neural networks.

If you are beginner with neural networks, and you just want to try how they work without going into complicated theory and implementation, or you need them quickly for your research project the Neuroph is good choice for you. It is small, well documented, easy to use, and very flexible neural network framework.


Here is a partial list of some important features of the Neuroph framework:

Supported neural network architectures

* Adaline
* Perceptron
* Multi Layer Perceptron with Backpropagation
* Hopfield network
* Bidirectional Associative Memory
* Kohonen network
* Hebbian network
* Maxnet
* Competitive network
* Instar
* Outstar
* RBF network
* Neuro Fuzzy Reasoner

Other features

* Small number of the essential base classes (only 10) which can be easily reused
* Support for supervised and unsupervised learning rules
* An easy-to-follow structure and logic.
* GUI tool for neural network development easyNeurons
* Image recognition support
* OCR support
* Stock market prediction sample
* Learning vizualisation samples

What's New in This Release:

The most important changes include:

* Backpropagation improvements (dynamic learning rate and momentum, min error stopping criteria, bias neurons)
* OCR tools and API
* Stock market prediction sample
* Perceptron and Multi Layer Perceptron learning vizualisation samples
* New methods to make API more comfortable to use
* Improved documentation
* License changed from LGPL 3 to Apache 2 licnese

System Requirements:

No special requirements.
Program Release Status: Major Update
Program Install Support: Install and Uninstall

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