Spike train statistics
Parametric estimation of spike train statistics
... The spike response is not sought as a deterministic response in this context, but as a conditional probability: "Reading the code" consists in inferring this probability ...empirical statistics to ...
3
Parametric Estimation of Gibbs distributions as generalized maximum-entropy models for the analysis of spike train statistics.
... spatio-temporal spike patterns and compared this method to other existing estimators of high-order cor- relations or Bayesian ...temporal statistics of the neural ...the spike train ...
55
Spike train statistics and Gibbs distributions
... dynamics; spike train statistics; Gibbs distribu- ...neural spike responses can be framed as a problem of determining the most adequate probability distribution relating a stimulus to its ...
24
Parametric estimation of spike train statistics by Gibbs distributions : an application to bio-inspired and experimental data
... the spike train statistics of a group of neurons in the stationary case, thanks to the framework of thermodynamic formalism in ergodic theory (see [ 16 ] for the related the- ...
6
On the ubiquity of Gibbs distributions in spike train statistics
... In this talk we shall argue that Gibbs distributions, considered in more general setting than the initial concept coming from statistical physics and thermodynamics, are canonical models for spike train ...
2
Role of electric synapses in spike train statistics of integrate and fire neural networks
... L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignemen[r] ...
2
Spike Train Statistics from Empirical Facts to Theory: The Case of the Retina
... Fig. 1.3 Center-Surround antagonism (a) Illumination of a piece of retina (from http://www.webexhibits.org/colorart/ganglion.html ). (b) ON-center and OFF-center RF, Figure from [1]. The first line shows center-surround ...
36
Neuronal networks, spike trains statistics and Gibbs distributions
... Overview Preceding chapters have left us with several distinct approaches to analyze neural network spike train statistics. We know, in particular fron chapter 2 that a MaxEnt potential of the form ( ...
162
Dynamics and spike trains statistics in conductance-based Integrate-and-Fire neural networks with chemical and electric synapses
... as spike train statistics is quite less understood than the role of chemical ...collective spike train statistics in conductance-based Integrate and Fire neural networks was ...
2
Dynamics and spike trains statistics in conductance-based Integrate-and-Fire neural networks with chemical and electric synapses
... in spike train statistics of biological neural networks, especially in the retina where gap junctions con- nections between several cells-type ...of spike patterns does not factorize as a pro- ...
3
Spike trains statistics in integrate and fire models: exact results.
... characterize spike trains statis- tics in neural networks models where one controls exactly the neural network parameters, the number of involved neu- rons, the number of samples, and the duration of the exper- ...
7
Spike train analysis and Gibbs distributions
... the spike train statistics: The Maximum Entropy Principle (MaxEnt) and Neuronal Network modeling ...non-stationary statistics (not defined via entropy), allowing to handle as well ...
2
La relève publicitaire en train de se faire
... Avant de présenter l'approche méthodologique qui me permettra de concrétiser cette analyse, il convient de résumer l'ossature théorique et conceptuelle que j'ai mis[r] ...
141
Spike to Spike Model and Applications: A biological plausible approach for the motion processing
... into spike trains through local motion detectors. The spike trains are the inputs of a spiking MT ...the spike trains of MT cells a motion map of velocity distribution is built representing a ...
41
Des nouvelles de l'hybridation train-bus
... Au-delà de l’esthétique de ses véhicules, qui témoigne plus de son caractère de prototype que de la volonté de séduire un public sensible au paysage rural, ce système est intéressant par sa modularité. Plusieurs ...
2
Thomas, le petit train de l’animation
... À la fin des années 1970, la productrice Bill Allcroft parviendra cependant à convaincre le révérend W. Awdry de céder ses droits, mais il lui faudra près de 4 ans pour parvenir à réunir le financement de la première ...
3
Spike sorting by stochastic simulation.
... The decomposition problem of multiunit recordings, often referred to as spike sorting, is usually solved with template matching approaches [2]. In some of these approaches, the action potentials that are ...
14
Fire statistics
... L’accès à ce site Web et l’utilisation de son contenu sont assujettis aux conditions présentées dans le site LISEZ CES CONDITIONS ATTENTIVEMENT AVANT D’UTILISER CE SITE WEB. READ THESE T[r] ...
12
Motif Statistics
... L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignemen[r] ...
19
Industry review of long train operation and in-train force limit
... and train marshalling, such as long-short car combinations and/or groups of heavy cars trailing groups of light cars, played a role in the severity of the derailment or was potentially the cause of the ...the ...
72