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ESANN
2007
15 years 8 months ago
An overview of reservoir computing: theory, applications and implementations
Training recurrent neural networks is hard. Recently it has however been discovered that it is possible to just construct a random recurrent topology, and only train a single linea...
Benjamin Schrauwen, David Verstraeten, Jan M. Van ...
166
Voted
ESANN
2008
15 years 8 months ago
The gamma cycle and its role in the formation of assemblies
Rhythmic synchronization of activated neural groups in the gamma-frequency range (30-100 Hz) is observed in many brain regions. Interneuron networks are key to the generation of th...
Thomas Burwick
182
Voted
CSREAEEE
2006
182views Business» more  CSREAEEE 2006»
15 years 8 months ago
NGOSS-based convergent OSS framework using BPM for converged e-business environment
Recently, most wired telecom service carriers are faced to decreasing of the number of subscriber because of the expansion of wireless market and blocking of net earnings. To over...
Cheol-Seong Kim, Byung-Soo Chang, Sung-il Kim
181
Voted
FLAIRS
2001
15 years 8 months ago
Time Series Analysis Using Unsupervised Construction of Hierarchical Classifiers
Recently we have proposed an algorithm of constructing hierarchical neural network classifiers (HNNC), that is based on a modification of error back-propagation. This algorithm co...
S. A. Dolenko, Yu. V. Orlov, I. G. Persiantsev, Ju...
NSDI
2004
15 years 8 months ago
Constructing Services with Interposable Virtual Hardware
Virtual machine monitors (VMMs) have enjoyed a resurgence in popularity, since VMMs can help to solve difficult systems problems like migration, fault tolerance, code sandboxing, ...
Andrew Whitaker, Richard S. Cox, Marianne Shaw, St...