1359 search results - page 75 / 272 » Neural Dynamics with Stochasticity |
174
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JMLR
2008
15 years 6 months ago
2008
In this paper we develop a theoretical analysis of the performance of sampling-based fitted value iteration (FVI) to solve infinite state-space, discounted-reward Markovian decisi...
163
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AIA
2006
15 years 7 months ago
2006
This paper presents a dynamic neural filter for adaptive noise cancellation. The cancellation task is transformed to a system-identification problem, which is tackled by use of th...
179
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TNN
2010
15 years 25 days ago
2010
A class of recurrent neural networks is proposed and proven to be capable of identifying any discrete-time dynamical system. The application of the proposed network is addressed in...
130
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ICANN
2009
Springer
16 years 21 days ago
2009
Springer
Simbed, standing for similarity-based embedding, is a new method of embedding high-dimensional data. It relies on the preservation of pairwise similarities rather than distances. I...
130
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CDC
2008
IEEE
16 years 18 days ago
2008
IEEE
— We consider a financial decision problem involving dynamic investment decisions on a single risky instrument over multiple and discrete time periods. Investment returns are as...