367 search results - page 1 / 74 » An overview of reservoir computing: theory, applications and... |
ESANN
2007
13 years 6 months ago
2007
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...
CCGRID
2006
IEEE
13 years 10 months ago
2006
IEEE
Many efforts in Grid communities have focused on middleware research and development. However, Grid application-level tools are needed which can build higherlevel functionality on...
NECO
2010
13 years 3 months ago
2010
Abstract: Reservoir Computing (RC) systems are powerful models for online computations on input sequences. They consist of a memoryless readout neuron which is trained on top of a ...
IMSCCS
2007
IEEE
13 years 11 months ago
2007
IEEE
Ensemble Kalman Filter (EnKF) uses a randomized ensemble of subsurface models for error and uncertainty estimation. However, the complexity of geological models and the requiremen...
BMCBI
2010
13 years 4 months ago
2010
Background: CellML is an XML based language for representing mathematical models, in a machine-independent form which is suitable for their exchange between different authors, and...