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Program Name: Fast Artificial Neural Network Library 2.1.0b

Published By: sourceforge.net

License Type: Freeware

Date Released: January 20, 2012


Fast Artificial Neural Network Library 2.1.0b Instant Download

Fast Artificial Neural Network Library 2.1.0b Desciption:


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Fast Artificial Neural Network Library is a free open source neural network library, which implements multilayer artificial neural networks in C with support for both fully connected and sparsely connected networks. Cross-platform execution in both fixed and floating point are supported.

It includes a framework for easy handling of training data sets. It is easy to use, versatile, well documented, and fast. PHP, C , .NET, Ada, Python, Delphi, Octave, Ruby, Pure Data and Mathematica bindings are available. A reference manual accompanies the library with examples and recommendations on how to use the library. A graphical user interface is also available for the library.

Features:
- Multilayer Artificial Neural Network Library in C
- Backpropagation training (RPROP, Quickprop, Batch, Incremental)
- Evolving topology training which dynamically builds and trains the ANN (Cascade2)
- Easy to use (create, train and run an ANN with just three function calls)
- Fast (up to 150 times faster execution than other libraries)
- Versatile (possible to adjust many parameters and features on-the-fly)
- Cross-platform (configure script for linux and unix, dll files for windows, project files for MSVC and Borland compilers are also reported to work)
- Several different activation functions implemented (including stepwise linear functions for that extra bit of speed)
- Easy to save and load entire ANNs
- Can use both floating point and fixed point numbers (actually both float, double and int are available)
- Cache optimized (for that extra bit of speed)
- Framework for easy handling of training data sets
- Graphical Interface
- C Bindings
- PERL Bindings
- PHP Extension
- Python Bindings
- Delphi Bindings
- .NET Bindings
- Mathematica Extension
- Octave Extension
- Squeak Smalltalk bindings




License: Freeware | Downloads (241)

Platform: All

Language: C/C++


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