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Combining Algebraic Approach with Extreme Value Theory for Spike ...


Combining Algebraic Approach with Extreme Value Theory for Spike ...

Index Terms— Neural spike detection, algebraic ap- proach, Extreme Value Theory, Generalized Pareto distribu- tion, Mean Excess Plot. 1. INTRODUCTION. The ...

Combining algebraic approach with extreme value theory for spike ...

The algebraic method characterizes the occurrence of a spike by an irregularity in the neural signal and devises a nonlinear (Volterra) filter which enhances ...

Combining Algebraic Approach with Extreme Value Theory for Spike ...

Index Terms— Neural spike detection, algebraic ap- proach, Extreme Value Theory, Generalized Pareto distribu- tion, Mean Excess Plot. 1.

Combining algebraic approach with extreme value theory for spike ...

The Extreme Value Theory (EVT) is used for threshold selection in a previously proposed algebraic spike detection method and an explicit expression of the ...

Combining Algebraic Approach with Extreme Value Theory for Spike ...

This paper uses the Extreme Value Theory (EVT) for threshold selection in a previously proposed algebraic spike detection method.

Combining Algebraic Approach with Extreme Value Theory for Spike ...

Combining Algebraic Approach with Extreme Value Theory for Spike Detection. Auteur(s) : Debbabi, Nehla [Auteur] Centre de Recherche en Sciences et ...

Combining Algebraic Approach with Extreme Value Theory for Spike ...

Publication in the conference proceedings of EUSIPCO, Bucharest, Romania, 2012.

Figure 2: The last 200 ms of Fig. 1. Considering two pairs of spikes...

Combining Algebraic Approach With Extreme Value Theory For Spike Detection. Data. Full-text available. Aug 2012. Nehla Debbabi · Marie ...

Combining Algebraic Approach with Extreme Value Theory for Spike ...

Combining Algebraic Approach with Extreme Value Theory for Spike Detection ; Debbabi, Nehla, Kratz, Marie, Mboup, M., Sadok, EL Asmi · Proceeding Journal ·, 2012.

‪Nehla DEBBABI‬ - ‪Google Scholar‬

2014. Combining algebraic approach with extreme value theory for spike detection. N Debbabi, M Kratz, M Mboup, S El Asmi. 2012 Proceedings of the 20th European ...

Threshold determination | Download Table - ResearchGate

Download Table | Threshold determination from publication: COMBINING ALGEBRAIC APPROACH WITH EXTREME VALUE THEORY FOR SPIKE DETECTION | This paper uses the ...

Marie Kratz - DBLP

Combining algebraic approach with extreme value theory for spike detection. ... Stochastic analysis of the Abe formulation of Hopfield networks.

‪Nehla DEBBABI‬ - ‪Google Scholar‬

Combining algebraic approach with extreme value theory for spike detection. N Debbabi, M Kratz, M Mboup, S El Asmi. 2012 Proceedings of the 20th European Signal ...

‪Nehla DEBBABI‬ - ‪Google Scholar‬

Combining algebraic approach with extreme value theory for spike detection. N Debbabi, M Kratz, M Mboup, S El Asmi. 2012 Proceedings of the 20th European Signal ...

Extreme Value Theory - an overview | ScienceDirect Topics

The first and more classical approach reduces the data considerably by taking maxima of long blocks of data, e.g., annual maxima. The GEVD function has ...

Extreme value theory of evolving phenomena in complex dynamical ...

We derive extreme value laws for the statistics of these cascades, both from the point of view of exceedances (that satisfy critical scaling ...

Extreme value theory and applications - GovInfo

... Approach To The Directional Analysis. Of Extreme Wind Speeds. 63. Bortot, P ... combining all the individual samples in each row to form row-composites ...

Marie KRATZ | Essec faculty

Combining Algebraic Approach with Extreme Value Theory for Spike Detection. In: Proceedings of EUSIPCO 2012. KRATZ, M., ATENCIA, M. and JOYA, G. (2007) ...

(PDF) Narrow Spikes Detection From Distorted Signals | Mihai Cretu ...

COMBINING ALGEBRAIC APPROACH WITH EXTREME VALUE THEORY FOR SPIKE DETECTION · Marie Kratz. This paper uses the Extreme Value Theory (EVT) for thresh-old ...

Extreme value theory and applications

... Analysis of Extreme Value Data." Prof. Castillo's notes were distributed to ... combining all the individual samples in each row to form row-composites ...