1029 search results - page 81 / 206 » Neural Networks and Complexity Theory |
163
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NECO
2010
15 years 2 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 ...
152
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COLT
2006
Springer
15 years 8 months ago
2006
Springer
We describe a new approach for understanding the difficulty of designing efficient learning algorithms. We prove that the existence of an efficient learning algorithm for a circui...
144
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DAGSTUHL
2008
15 years 5 months ago
2008
The construction of computational cognitive models integrating the connectionist and symbolic paradigms of artificial intelligence is a standing research issue in the field. The co...
151
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ESANN
2004
15 years 5 months ago
2004
Abstract. Many real world problems are given in the form of multiple measurements comprising local descriptions or tasks. We propose that a dynamical organization of a population o...
111
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IJON
2007
15 years 4 months ago
2007
Hebbian cell assemblies have been proposed as a model for cortical processing able to bridge between physiology and psychology. Assembly-based theories focused mainly on represent...