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NN
2006
Springer
104views Neural Networks» more  NN 2006»
13 years 9 months ago
Local multidimensional scaling
Several bioinformatics data sets are naturally represented as graphs, for instance gene regulation, metabolic pathways, and proteinprotein interactions. The graphs are often large ...
Jarkko Venna, Samuel Kaski
NN
2006
Springer
113views Neural Networks» more  NN 2006»
13 years 9 months ago
Large-scale data exploration with the hierarchically growing hyperbolic SOM
We introduce the Hierarchically Growing Hyperbolic Self-Organizing Map (H2 SOM) featuring two extensions of the HSOM (hyperbolic SOM): (i) a hierarchically growing variant that al...
Jörg Ontrup, Helge Ritter
NN
2006
Springer
13 years 9 months ago
The misbehavior of value and the discipline of the will
Most reinforcement learning models of animal conditioning operate under the convenient, though fictive, assumption that Pavlovian conditioning concerns prediction learning whereas...
Peter Dayan, Yael Niv, Ben Seymour, Nathaniel D. D...
NN
2006
Springer
13 years 9 months ago
Neurobiology of decision making
Shintaro Funahashi, Daeyeol Lee, Matthew Rushworth
NN
2006
Springer
13 years 9 months ago
Homeostatic synaptic scaling in self-organizing maps
Various forms of the self-organizing map (SOM) have been proposed as models of cortical development [Choe Y., Miikkulainen R., (2004). Contour integration and segmentation with se...
Thomas J. Sullivan, Virginia R. de Sa
NN
2006
Springer
107views Neural Networks» more  NN 2006»
13 years 9 months ago
Batch and median neural gas
Marie Cottrell, Barbara Hammer, Alexander Hasenfus...
NN
2006
Springer
100views Neural Networks» more  NN 2006»
13 years 9 months ago
Adaptive filtering with the self-organizing map: A performance comparison
Guilherme De A. Barreto, Luís Gustavo M. So...