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» Temporal sequence processing using recurrent SOM
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KES
1998
Springer
13 years 9 months ago
Temporal sequence processing using recurrent SOM
Timo Koskela, Markus Varsta, Jukka Heikkonen, Kimm...
ESANN
2003
13 years 6 months ago
Unsupervised Recursive Sequence Processing
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]. ...
Marc Strickert, Barbara Hammer
ICANN
1997
Springer
13 years 9 months ago
A Recurrent Self-Organizing Map for Temporal Sequence Processing
Markus Varsta, José del R. Millán, J...
NECO
2006
111views more  NECO 2006»
13 years 4 months ago
Dynamics and Topographic Organization of Recursive Self-Organizing Maps
Recently, there has been an outburst of interest in extending topographic maps of vectorial data to more general data structures, such as sequences or trees. However, at present, ...
Peter Tiño, Igor Farkas, Jort van Mourik
IROS
2008
IEEE
161views Robotics» more  IROS 2008»
13 years 11 months ago
Segmenting acoustic signal with articulatory movement using Recurrent Neural Network for phoneme acquisition
— This paper proposes a computational model for phoneme acquisition by infants. Human infants perceive speech sounds not as discrete phoneme sequences but as continuous acoustic ...
Hisashi Kanda, Tetsuya Ogata, Kazunori Komatani, H...