NECO 2010 | Sciweavers

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NECO
2010

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Independent Vector Analysis for Source Separation Using a Mixture of Gaussians Prior

13 years 10 months ago

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Jiucang Hao, Intae Lee, Te-Won Lee, Terrence J. Se...

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27

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NECO
2010

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Hebbian Plasticity and Homeostasis in a Model of Hypercolumn of the Visual Cortex

13 years 10 months ago

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Neurons in the nervous system display a wide variety of plasticity processes. Among them are covariance based rules and homeostatic plasticity. By themselves, the ﬁrst ones tend...

R. Rossi Pool, G. Mato

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13

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NECO
2010

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Hyperbolically Discounted Temporal Difference Learning

13 years 10 months ago

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William H. Alexander, Joshua W. Brown

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32

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NECO
2010

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A Two-Layer Model of Natural Stimuli Estimated with Score Matching

13 years 10 months ago

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We consider a hierarchical two-layer model of natural signals in which both layers are learned from the data. Estimation is accomplished by Score Matching, a recently proposed est...

Urs Köster, Aapo Hyvärinen

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19

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NECO
2010

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Timescale-Invariant Pattern Recognition by Feedforward Inhibition and Parallel Signal Processing

13 years 10 months ago

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Felix Creutzig, Jan Benda, Sandra Wohlgemuth, Andr...

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12

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NECO
2010

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Sound Retrieval and Ranking Using Sparse Auditory Representations

13 years 10 months ago

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Richard F. Lyon, Martin Rehn, Samy Bengio, Thomas ...

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47

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NECO
2010

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Connectivity, Dynamics, and Memory in Reservoir Computing with Binary and Analog Neurons

13 years 10 months ago

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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 ...

Lars Büsing, Benjamin Schrauwen, Robert A. Le...

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26

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NECO
2010

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Topographic Mapping of Large Dissimilarity Data Sets

13 years 10 months ago

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Barbara Hammer, Alexander Hasenfuss

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