NECO 2008 | Sciweavers

Previous theoretical work has shown that a single layer neural network can implement the optimal decision process for simple, two alternative forced choice (2AFC) tasks. However, ...

Eric Shea-Brown, Mark S. Gilzenrat, Jonathan D. Co...

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NECO
2008

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Optimal Approximation of Signal Priors

13 years 11 months ago

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In signal restoration by Bayesian inference, one typically uses a parametric model of the prior distribution of the signal. Here, we consider how the parameters of a prior model s...

Aapo Hyvärinen

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NECO
2008

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Sleeping Our Way to Weight Normalization and Stable Learning

13 years 11 months ago

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The functions of sleep have been an enduring mystery. Recently, Tononi and Cirelli hypothesized that one of the functions of slow-wave sleep is to scale down synapses in the corte...

Thomas J. Sullivan, Virginia R. de Sa

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NECO
2008

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Dependence of Neuronal Correlations on Filter Characteristics and Marginal Spike Train Statistics

13 years 11 months ago

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Tom Tetzlaff, Stefan Rotter, Eran Stark, Moshe Abe...

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NECO
2008

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Theory of Input Spike Auto- and Cross-Correlations and Their Effect on the Response of Spiking Neurons

13 years 11 months ago

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Spike correlations between neurons are ubiquitous in the cortex, but their role is at present not understood. Here we describe the firing response of a leaky integrate-and-fire ne...

Rubén Moreno-Bote, Alfonso Renart, Né...

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NECO
2008

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Random Neural Networks with Synchronized Interactions

13 years 11 months ago