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» Learning Visual Invariance
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86
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ICANN
2009
Springer
15 years 8 months ago
Almost Random Projection Machine
Backpropagation of errors is not only hard to justify from biological perspective but also it fails to solve problems requiring complex logic. A simpler algorithm based on generati...
Wlodzislaw Duch, Tomasz Maszczyk
103
Voted
HICSS
2008
IEEE
149views Biometrics» more  HICSS 2008»
15 years 8 months ago
Engaging E-Learning in Virtual Worlds: Supporting Group Collaboration
Current e-learning environments do not provide sufficient support for group collaboration. The absence of the visual identification of the users makes effective collaboration in e...
Katherine G. Franceschi, Ronald M. Lee, David Hind...
103
Voted
ICPR
2008
IEEE
15 years 8 months ago
Correspondences of point sets using Particle Filters
The paper shows how Particle Filters can be used to establish visually consistent partial correspondences between similar features in unrestricted 2D point sets representing shape...
Rolf Lakämper, Shusha Li, Marc Sobel
109
Voted
IJCNN
2008
IEEE
15 years 8 months ago
Lazy Self-Organizing Map and its behaviors
— The Self-Organizing Map (SOM) is a famous algorithm for the unsupervised learning and visualization introduced by Teuvo Kohonen. This study proposes the Lazy SelfOrganizing Map...
Taku Haraguchi, Haruna Matsushita, Yoshifumi Nishi...
88
Voted
ISCAS
2008
IEEE
93views Hardware» more  ISCAS 2008»
15 years 8 months ago
SOM with False-Neighbor degree and its behaviors
— This study improves SOM with False-Neighbor degree between neurons (FN-SOM) which solves some problems of the original FN-SOM. The improved FN-SOM changes the neighborhood rela...
Haruna Matsushita, Yoshifumi Nishio