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NN
2006
Springer
108views Neural Networks» more  NN 2006»
15 years 6 months ago
Performance analysis of LVQ algorithms: A statistical physics approach
Learning vector quantization (LVQ) constitutes a powerful and intuitive method for adaptive nearest prototype classification. However, original LVQ has been introduced based on he...
Anarta Ghosh, Michael Biehl, Barbara Hammer
ICMCS
2006
IEEE
132views Multimedia» more  ICMCS 2006»
16 years 21 days ago
The Interactive Cooking Support System in Mixed Reality Environment
Recently, many learning systems, such as e-learning and WBT (Web Based Teaching) systems have been developed. In these systems, users can get educational contents and graphical ma...
Arata Horie, Satoru Mega, Kuniaki Uehara
IJCNN
2006
IEEE
16 years 20 days ago
Dynamic Hyperparameter Scaling Method for LVQ Algorithms
— We propose a new annealing method for the hyperparameters of several recent Learning Vector Quantization algorithms. We first analyze the relationship between values assigned ...
Sambu Seo, Klaus Obermayer
ICMI
2004
Springer
183views Biometrics» more  ICMI 2004»
16 years 1 days ago
Agent and library augmented shared knowledge areas (ALASKA)
This paper reports on an NSF-funded effort now underway to integrate three learning technologies that have emerged and matured over the past decade; each has presented compelling ...
Eric R. Hamilton
174
Voted
CISS
2007
IEEE
16 years 1 months ago
Coherent Optical CDMA with low MAI
Abstract. Spectrally phase-coded optical code division multiple access (OCDMA), demodulated with phase and polarization diversity devices, exhibits high spectral efficiency and low...
A. Brinton Cooper, Jacob B. Khurgin, Shuangmei Xu,...