iSNS is an interactive neural network simulator written in Java/Java3D. The program is intended to be used in lessons of Neural Networks. The program was developed by students as the software project at Charles University in Prague.
Nice tool.
05.04.2007 - bugfix: Backpropagation - remove layer
05.04.2007 - bugfix: Backpropagation - remove layer
iSNS is an interactive neural network simulator written in Java/Java3D. The program is intended to be used in lessons of Neural Networks. The program was developed by students as the software project at Charles University in Prague. Platform independent, successfully tested on Windows/x86, Linux/x86 and Linux/PowerPC. Neural networks: 1) Backpropagation networks: - 3D view - easy WYSIWYG edit: add layer/neuron, remove layer/neuron - change of parameters - learning, testing 2) Kohonen maps: - 3D view - change of parameters - clustering - learning, testing 3) Hopfield networks: - picture view - easy edit (paintbrush) - learning, recollection - analysis Versioning support for all types of neural networks. Algorithms: - built-in learning algorithms and transfer functions - creating of new learning algoritms and transfer fuctions: built-in algorithm editor (JAVA) Data: - built-in data editor (vector, matrix, picture) - import/export: XML, CSV, pictures Visualizations: - visualization modules (bar charts, pie charts, line/area charts...) - print support, export as picture - 3D network view (BP, Kohonen) - clusters (Kohonen) - picture view (Hopfield) GUI: - data, networks, algorithm managers - desktop, tabs and output areas - menu and context menus - drag&drop support iSNS Download: http://sourceforge.net/project/showfiles.php?group_id=165837&package_id=188129 iSNS Screenshots: http://sourceforge.net/project/screenshots.php?group_id=165837
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