11814 search results - page 131 / 2363 » On Generalization by Neural Networks |
134
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KES
2007
Springer
15 years 10 months ago
2007
Springer
In this paper we propose a financial trading system whose strategy is developed by means of an artificial neural network approach based on a recurrent reinforcement learning algo...
129
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NN
2008
Springer
15 years 4 months ago
2008
Springer
Reservoir Computing (RC) techniques use a fixed (usually randomly created) recurrent neural network, or more generally any dynamic system, which operates at the edge of stability,...
109
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NIPS
2004
2004
Methods for Estimating the Computational Power and Generalization Capability of Neural Microcircuits
15 years 5 months ago
What makes a neural microcircuit computationally powerful? Or more precisely, which measurable quantities could explain why one microcircuit C is better suited for a particular fa...
133
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IJCNN
2006
IEEE
15 years 10 months ago
2006
IEEE
— This paper shows the advantage of using neural network modularity over conventional learning schemes to approximate complex functions. Indeed, it is difficult for artificial ...
ENGL
2007
15 years 4 months ago
2007