54 search results - page 1 / 11 » A Recurrent Self-Organizing Map for Temporal Sequence Proces... |
ICANN
1997
Springer
13 years 8 months ago
1997
Springer
IDA
1998
Springer
13 years 4 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
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]. ...
ESANN
2000
13 years 6 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...