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NN
2006
Springer
104views Neural Networks» more  NN 2006»
15 years 29 days 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
99
Voted
NN
2006
Springer
113views Neural Networks» more  NN 2006»
15 years 29 days 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
55
Voted
NN
2006
Springer
15 years 29 days ago
Models of human visual attention should consider trial-by-trial variability in preparatory neural signals
Chad M. Sylvester, Giovanni d'Avossa, Maurizio Cor...
NN
2006
Springer
15 years 29 days 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...
68
Voted
NN
2006
Springer
15 years 29 days ago
Neurobiology of decision making
Shintaro Funahashi, Daeyeol Lee, Matthew Rushworth
NN
2006
Springer
15 years 29 days 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»
15 years 29 days ago
Batch and median neural gas
Marie Cottrell, Barbara Hammer, Alexander Hasenfus...
81
Voted
NN
2006
Springer
15 years 29 days ago
Computational algorithms and neuronal network models underlying decision processes
Yutaka Sakai, Hiroshi Okamoto, Tomoki Fukai
62
Voted
NN
2006
Springer
100views Neural Networks» more  NN 2006»
15 years 29 days ago
Adaptive filtering with the self-organizing map: A performance comparison
Guilherme De A. Barreto, Luís Gustavo M. So...