HopfieldSimulatorA Hopfield neural network simulator project | |
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HopfieldSimulator Ranking & Summary
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- Publisher Name:
- Piotr Sowa
- Operating Systems:
- Windows XP / Vista / XP X64 / Vista64 / 7 / 7 x64
- File Size:
- 1.4 MB
HopfieldSimulator Tags
- neural network simulate simulator network simulator neural network simulator neural ascii format neural network architectures Hopfield Network Hopfield neural simulator neural network model neural network framework neural network library image pattern neural network platform use neural network neural network trainer train neural network simulate neural network neural network analyzer map neural network generate neural network neural network creator neural network engine create neural network neural network function neural network implementation neural network class view neural network simulation neural network simulation analyze neural network neural network analysis study neural network test neural network neural network usage experiment neural network design neural network Neural Network evolution spike neural network neural network simluation neural network generator Kohonen neural network develop neural network neural network development Neural Network Forecast Multi-Layer Neural Network Neural Network example learn Neural Network
HopfieldSimulator Description
The HopfieldSimulator application was developed to be a Hopfield neural network simulator project. It is writen in C++ and C# programming languages. HopfieldSimulator works as assotiative memory and can: 1. Pictures: - Learning patterns form ASCII format PPM files, - Simulating Hopfield neural network and remeber from part of information all of stored patterns. 2. Predictor: - Predicting the future for example predict orders, wader, sales, traffic jams. 3. InteliGUI: - Inteligent GUI simulation for learn seqences of clicked buttons. This HopfieldSimulator is better than others presented on Internet becouse it can works with full RGB color scale pictures not only with black and white pixels. And output vector of this neural network can store any kind of information not only pictures. I decide to show its as picture but it is only mine choice. Values of output vector are between -1.0 and +1.0 and you can use useful resolution between minimum -1.0 and maximum +1.0 values in your experiments and do anythink you want with that math algorithm. New implemented feature is Predictor for guessing future for example the producer can predict purchase orders from shops and plan production. Examples for prediction feature is ofcorse many, many more like wader, traffic jams or problems of machines. New implemented feature is also InteliGUI for learn seqences of clicked buttons and to find seqence from begin part of it. You can use this alghoritm to build AI GUI that will be learn seqences of clicked options like menu item, buttons and so on.
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