| Download | - View accepted manuscript: High Performance Associative Neural Networks: Overview and Library (PDF, 418 KB)
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| Author | Search for: Dekhtyarenko, O.K.; Search for: Gorodnichy, Dimitry |
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| Type | Article |
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| Conference | The Canadian Conference on Artificial Intelligence (AI'06), June 7-9, 2006., Québec City, Québec, Canada |
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| Subject | associative memory; projection learning; sparse neural network; pseudoinverse rule; apprentissage projectif; réseau neuronal clairsemé; règle pseudo-inverse |
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| Abstract | Associative neural networks are regaining the popularity due to their recent successful application to the problem of real-time memorization and recognition in video. This paper presents a comparative overview of several most popular models of these networks, such as those learnt by the Projective Learning rules and having Sparse architecture, and introduces an Open Source Associative Neural Network Library which allows one to implement these models. |
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| Publication date | 2006 |
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| Language | English |
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| NRC number | 48496 |
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| NPARC number | 8913667 |
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| Export citation | Export as RIS |
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| Report a correction | Report a correction |
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Record identifier | 4f743244-019d-424e-8af3-cd15e9505ab0 | | Record created | 2009-04-22 |
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| Record modified | 2016-05-09 |
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