SARDNET: A Self-Organizing Feature Map for Sequences

James, Daniel L., Miikkulainen, Risto

Neural Information Processing Systems 

A self-organizing neural network for sequence classification called SARDNET is described and analyzed experimentally. SARDNET extends the Kohonen Feature Map architecture with activation retention and decay in order to create unique distributed response patterns for different sequences.

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