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NPL
2000
135views more  NPL 2000»
15 years 6 months ago
Towards the Optimal Learning Rate for Backpropagation
A backpropagation learning algorithm for feedforward neural networks with an adaptive learning rate is derived. The algorithm is based upon minimising the instantaneous output erro...
Danilo P. Mandic, Jonathon A. Chambers
NN
2007
Springer
106views Neural Networks» more  NN 2007»
15 years 6 months ago
Machine learning approach to color constancy
A number of machine learning (ML) techniques have recently been proposed to solve color constancy problem in computer vision. Neural networks (NNs) and support vector regression (...
Vivek Agarwal, Andrei V. Gribok, Mongi A. Abidi
HICSS
2000
IEEE
180views Biometrics» more  HICSS 2000»
15 years 11 months ago
Evolving Use of a System for Education at a Distance
Computers and networks are increasingly able to support distributed collaborative multimedia applications. In fact, the growing interest in distance learning reflects the awarenes...
Stephen A. White, Anoop Gupta, Jonathan Grudin, Ha...
FGCN
2008
IEEE
153views Communications» more  FGCN 2008»
16 years 1 months ago
Experimental Study on Neuronal Spike Sorting Methods
When recording extracellular neural activity, it is often necessary to distinguish action potentials arising from distinct cells near the electrode tip, a process commonly referre...
Jianhua Dai, Xiaochun Liu, Yu Yi, Huaijian Zhang, ...
ISM
2006
IEEE
117views Multimedia» more  ISM 2006»
16 years 18 days ago
Deploying Digital Media Libraries in Multi-Service Access Networks
As the popularity of multimedia broadband applications increases beyond basic tripleplay, current access and aggregation networks evolve towards IP-aware, converged,
Koert Vlaeminck, Filip De Turck, Bart Dhoedt, Piet...