54 search results - page 1 / 11 » A Recurrent Self-Organizing Map for Temporal Sequence Proces... |
ICANN
1997
Springer
14 years 10 months ago
1997
Springer
IDA
1998
Springer
14 years 6 months ago
1998
Springer
We investigate a form of modular neural network for classification with (a) pre-separated input vectors entering its specialist (expert) networks, (b) specialist networks which ar...
IJCNN
2000
IEEE
14 years 10 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
14 years 8 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]. ...
ESANN
2000
14 years 8 months ago
2000
The basic SOM is indi erent to the ordering of the input patterns. Real data, however, is often sequential in nature thus context of a pattern may signi cantly in uence its correc...