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» On Generalization by Neural Networks
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MVA
2007
191views Computer Vision» more  MVA 2007»
15 years 3 months ago
Face recognition using localized features based on non-negative sparse coding
Neural networks in the visual system may be performing sparse coding of learnt local features that are qualitatively
Bhavin J. Shastri, Martin D. Levine
NN
2010
Springer
103views Neural Networks» more  NN 2010»
14 years 11 months ago
The iCub humanoid robot: An open-systems platform for research in cognitive development
Giorgio Metta, Lorenzo Natale, Francesco Nori, Giu...
ICNSC
2007
IEEE
15 years 10 months ago
Associative Memory for Noisy and Structurally Deformed Two-Dimensional Images Using Neural Networks
—This paper studies the problem of understanding noisy and structurally deformed two-dimensional images by means of abstractly defined neural works. First, in the framework of sy...
Hiroshi Inaba, Tomoki Takahashi, Keylan Alimhan
IJCNN
2000
IEEE
15 years 8 months ago
An Incremental Growing Neural Network and its Application to Robot Control
This paper describes a novel network model, which is able to control its growth on the basis of the approximation requests. Two classes of self-tuning neural models are considered...
A. Carlevarino, R. Martinotti, Giorgio Metta, Giul...
NCA
2011
IEEE
14 years 11 months ago
Privacy preserving Back-propagation neural network learning over arbitrarily partitioned data
—Neural Networks have been an active research area for decades. However, privacy bothers many when the training dataset for the neural networks is distributed between two parties...
Ankur Bansal, Tingting Chen, Sheng Zhong