The authors introduce Variable Input Length Map (VILMAP), an SOM variant that handles inputs of different lengths and can recognize words in phoneme sequences without forgetting earlier dimensions.
Dimension Selective Self- Organizing Maps With Time-Varying Structure for Subspace and Projected Clustering,
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Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation
The authors introduce Variable Input Length Map (VILMAP), an SOM variant that handles inputs of different lengths and can recognize words in phoneme sequences without forgetting earlier dimensions.