Hopfield Network SimulatorInvestigates how many patterns a network can hold versus the accuracy with which the network can recall | |
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Hopfield Network Simulator Ranking & Summary
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- License:
- Freeware
- Price:
- FREE
- Publisher Name:
- Matt Brewer
- Publisher web site:
- http://www.matt-brewer.com/
- Operating Systems:
- Mac OS X 10.5 or later
- File Size:
- 1.6 MB
Hopfield Network Simulator Tags
Hopfield Network Simulator Description
Investigates how many patterns a network can hold versus the accuracy with which the network can recall Hopfield Network Simulator is an open source simulation which investigates how many patterns a Hopfield Network can hold versus the accuracy with which the network can recall. For example, a network with only 5 neurons simply cannot accurately recall many patterns, and this simulator allows you to investigate this relationship.According to Wikipedia: "A Hopfield net is a form of recurrent artificial neural network invented by John Hopfield. Hopfield nets serve as content-addressable memory systems with binary threshold units. They are guaranteed to converge to a local minimum, but convergence to one of the stored patterns is not guaranteed."There are two PDFs included with the Xcode project, a theoretical overview and a detailed implementation guide. The simulator produces comma separated value (CSV) files, which can be opened in Numbers or Excel for graphing.
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