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» On Generalization by Neural Networks
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ICA
2004
Springer
15 years 9 months ago
Improving GRNNs in CAD Systems
Different Computer Aided Diagnosis (CAD) systems have been recently developed to detect microcalcifications (MCs) in digitalized mammography, among other techniques, applying Gen...
Fulgencio S. Buendía Buendía, J. Mig...
ANNPR
2006
Springer
15 years 7 months ago
Incremental Training of Support Vector Machines Using Truncated Hypercones
We discuss incremental training of support vector machines in which we approximate the regions, where support vector candidates exist, by truncated hypercones. We generate the trun...
Shinya Katagiri, Shigeo Abe
COLT
1992
Springer
15 years 8 months ago
On the Computational Power of Neural Nets
This paper deals with finite size networks which consist of interconnections of synchronously evolving processors. Each processor updates its state by applying a "sigmoidal&q...
Hava T. Siegelmann, Eduardo D. Sontag
ICANN
2009
Springer
15 years 8 months ago
Structural Analysis on STDP Neural Networks Using Complex Network Theory
Hideyuki Kato, Tohru Ikeguchi, Kazuyuki Aihara
RAS
2002
168views more  RAS 2002»
15 years 3 months ago
Neural predictive control for a car-like mobile robot
: This paper presents a new path-tracking scheme for a car-like mobile robot based on neural predictive control. A multi-layer back-propagation neural network is employed to model ...
Dongbing Gu, Huosheng Hu