11 search results - page 1 / 3 » SARDNET: A Self-Organizing Feature Map for Sequences |
NIPS
1994
13 years 5 months ago
1994
A self-organizing neural network for sequence classification called SARDNET is described and analyzed experimentally. SARDNET extends the Kohonen Feature Map architecture with act...
CIBCB
2005
IEEE
13 years 10 months ago
2005
IEEE
- Establishing structure-function relationships on the proteomic scale is a unique challenge faced by bioinformatics and molecular biosciences. Large protein families represent nat...
ICANN
2007
Springer
13 years 10 months ago
2007
Springer
Present work introduces a probabilistic recognition scheme for hand gestures. Self organizing feature maps are used to model spatiotemporal information extracted through image proc...
IJCNN
2000
IEEE
13 years 8 months ago
2000
IEEE
This paper presents an unsupervised segmentation method for feature sequences based on competitivelearning hidden Markov models. Models associated with the nodes of the Self-Organ...
ESANN
2003
13 years 6 months ago
2003
We propose a self organizing map (SOM) for sequences by extending standard SOM by two features, the recursive update of Sperduti [7] and the hyperbolic neighborhood of Ritter [5]. ...