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90
Voted
NECO
2008
92views more  NECO 2008»
14 years 11 months ago
How Optimal Stimuli for Sensory Neurons Are Constrained by Network Architecture
Christopher DiMattina, Kechen Zhang
104
Voted
NECO
2008
73views more  NECO 2008»
15 years 4 days ago
Sensitivity Derivatives for Flexible Sensorimotor Learning
M. N. Abdelghani, T. P. Lillicrap, D. B. Tweed
93
Voted
NECO
2008
73views more  NECO 2008»
15 years 18 days ago
Indices for Testing Neural Codes
Jonathan D. Victor, Sheila Nirenberg
115
Voted
NECO
2008
108views more  NECO 2008»
15 years 18 days 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...
98
Voted
NECO
2008
108views more  NECO 2008»
15 years 18 days 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
87
Voted
NECO
2008
60views more  NECO 2008»
15 years 18 days 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
86
Voted
NECO
2008
73views more  NECO 2008»
15 years 18 days ago
Dependence of Neuronal Correlations on Filter Characteristics and Marginal Spike Train Statistics
Tom Tetzlaff, Stefan Rotter, Eran Stark, Moshe Abe...
91
Voted
NECO
2008
69views more  NECO 2008»
15 years 18 days 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...
78
Voted
NECO
2008
62views more  NECO 2008»
15 years 18 days ago
Random Neural Networks with Synchronized Interactions
Erol Gelenbe, Stelios Timotheou