HopfieldSimulator A Hopfield neural network simulator project
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HopfieldSimulator Tags

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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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