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IJCNN
2000
IEEE
15 years 9 months ago
On Derivation of MLP Backpropagation from the Kelley-Bryson Optimal-Control Gradient Formula and Its Application
The well-known backpropagation (BP) derivative computation process for multilayer perceptrons (MLP) learning can be viewed as a simplified version of the Kelley-Bryson gradient f...
Eiji Mizutani, Stuart E. Dreyfus, Kenichi Nishio
COMPGEOM
1998
ACM
15 years 9 months ago
Geometric Applications of a Randomized Optimization Technique
Abstract. We propose a simple, general, randomized technique to reduce certain geometric optimization problems to their corresponding decision problems. These reductions increase t...
Timothy M. Chan
ECML
2006
Springer
15 years 8 months ago
Batch Classification with Applications in Computer Aided Diagnosis
Abstract. Most classification methods assume that the samples are drawn independently and identically from an unknown data generating distribution, yet this assumption is violated ...
Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jen...
ATVA
2008
Springer
139views Hardware» more  ATVA 2008»
15 years 7 months ago
Compositional Verification for Component-Based Systems and Application
We present a compositional method for the verification of component-based systems described in a subset of the BIP language encompassing multi-party interaction without data transf...
Saddek Bensalem, Marius Bozga, Joseph Sifakis, Tha...
IADIS
2004
15 years 6 months ago
Deployment of ICT application in rural India - our experience
The usability of software in rural environment is difficult for various reasons. Hence, the digital-divide remains between rural and urban population. The local language support, ...
Sree Kumar R., Neelanarayanan Venkataraman, Balaji...