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...

claim paper

Read More »

29

click to vote

NECO
2008

108views more NECO 2008»

Optimal Approximation of Signal Priors

13 years 10 months ago

Download www.cs.helsinki.fi

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

claim paper

Read More »

26

click to vote

NECO
2008

60views more NECO 2008»

Sleeping Our Way to Weight Normalization and Stable Learning

13 years 10 months ago

Download www.cogsci.ucsd.edu

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

claim paper

Read More »

32

click to vote

NECO
2008

73views more NECO 2008»

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

13 years 10 months ago

Download material.bccn.uni-freiburg.de

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

claim paper

Read More »

34

click to vote

NECO
2008

69views more NECO 2008»

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

13 years 10 months ago

Download www.gnt.ens.fr

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...

claim paper

Read More »

26

click to vote

NECO
2008

62views more NECO 2008»

Random Neural Networks with Synchronized Interactions

13 years 10 months ago