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NECO
2008
73views more  NECO 2008»
8 years 9 months ago
Sensitivity Derivatives for Flexible Sensorimotor Learning
M. N. Abdelghani, T. P. Lillicrap, D. B. Tweed
NECO
2008
73views more  NECO 2008»
8 years 10 months ago
Indices for Testing Neural Codes
Jonathan D. Victor, Sheila Nirenberg
NECO
2008
108views more  NECO 2008»
8 years 10 months ago
Optimization of Decision Making in Multilayer Networks: The Role of Locus Coeruleus
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...
NECO
2008
108views more  NECO 2008»
8 years 10 months ago
Optimal Approximation of Signal Priors
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
NECO
2008
60views more  NECO 2008»
8 years 10 months ago
Sleeping Our Way to Weight Normalization and Stable Learning
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
NECO
2008
69views more  NECO 2008»
8 years 10 months ago
Theory of Input Spike Auto- and Cross-Correlations and Their Effect on the Response of Spiking Neurons
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...
NECO
2008
62views more  NECO 2008»
8 years 10 months ago
Random Neural Networks with Synchronized Interactions
Erol Gelenbe, Stelios Timotheou
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