Gilles Wainrib : rechercher sur Z-Library

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1

A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series

Chambon, Stanislas, Galtier, Mathieu N., Arnal, Pierrick J., Wainrib, Gilles, Gramfort, Alexandre

Journal:

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Année:

2018

Langue:

english

Fichier:

PDF, 781 KB

english, 2018

2

Topological and Dynamical Complexity of Random Neural Networks

Wainrib, Gilles, Touboul, Jonathan

Journal:

Physical Review Letters

Année:

2013

Langue:

english

Fichier:

PDF, 186 KB

english, 2013

3

Diffusion approximation of birth–death processes: Comparison in terms of large deviations and exit points

Khashayar Pakdaman, Michèle Thieullen, Gilles Wainrib

Journal:

Statistics & Probability Letters

Année:

2010

Langue:

english

Fichier:

PDF, 339 KB

english, 2010

4

Reduction of stochastic conductance-based neuron models with time-scales separation

Gilles Wainrib, Michèle Thieullen, Khashayar Pakdaman

Journal:

Journal of Computational Neuroscience

Année:

2012

Langue:

english

Fichier:

PDF, 762 KB

english, 2012

5

Asymptotic expansion and central limit theorem for multiscale piecewise-deterministic Markov processes

Khashayar Pakdaman, Michèle Thieullen, Gilles Wainrib

Journal:

Stochastic Processes and their Applications

Année:

2012

Langue:

english

Fichier:

PDF, 299 KB

english, 2012

6

A Biological Gradient Descent for Prediction Through a Combination of STDP and Homeostatic Plasticity

Galtier, Mathieu N., Wainrib, Gilles

Journal:

Neural Computation

Année:

2013

Langue:

english

Fichier:

PDF, 345 KB

english, 2013

7

Optimal system size for complex dynamics in random neural networks near criticality

Wainrib, Gilles, del Molino, Luis Carlos García

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Année:

2013

Langue:

english

Fichier:

PDF, 4.90 MB

english, 2013

8

Noise-controlled dynamics through the averaging principle for stochastic slow-fast systems

Wainrib, Gilles

Journal:

Physical Review E

Année:

2011

Langue:

english

Fichier:

PDF, 517 KB

english, 2011

9

Dynamics and absorption properties of stochastic equations with Hölder diffusion coefficients

Touboul, Jonathan, Wainrib, Gilles

Journal:

Physica D: Nonlinear Phenomena

Année:

2015

Langue:

english

Fichier:

PDF, 2.21 MB

english, 2015

10

Double averaging principle for periodically forced stochastic slow-fast systems

Wainrib, Gilles

Journal:

Electronic Communications in Probability

Année:

2013

Langue:

english

Fichier:

PDF, 223 KB

english, 2013

11

Multiscale analysis of slow-fast neuronal learning models with noise

Mathieu Galtier,Gilles Wainrib

Journal:

The Journal of Mathematical Neuroscience (JMN)

Année:

2012

Langue:

english

Fichier:

PDF, 1.32 MB

english, 2012

12

Network Modeling of Crohn’s Disease Incidence

Victor, Jean-Marc, Debret, Gaëlle, Lesne, Annick, Pascoe, Leigh, Carrivain, Pascal, Wainrib, Gilles, Hugot, Jean-Pierre, Kontoyiannis, Dimitris L.

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 1.43 MB

english, 2016

13

Intrinsic variability of latency to first-spike

Wainrib Gilles, Thieullen Michèle, Pakdaman Khashayar

Journal:

Biological Cybernetics

Année:

2010

Langue:

english

Fichier:

PDF, 657 KB

english, 2010

14

Erratum to: Intrinsic variability of latency to first-spike

Gilles Wainrib, Michèle Thieullen, Khashayar Pakdaman

Journal:

Biological Cybernetics

Année:

2011

Fichier:

PDF, 53 KB

2011

15

Relative entropy minimizing noisy non-linear neural network to approximate stochastic processes

Galtier, Mathieu N., Marini, Camille, Wainrib, Gilles, Jaeger, Herbert

Journal:

Neural Networks

Année:

2014

Langue:

english

Fichier:

PDF, 1.05 MB

english, 2014

16

Synchronization in random balanced networks

García del Molino, Luis Carlos, Pakdaman, Khashayar, Touboul, Jonathan, Wainrib, Gilles

Journal:

Physical Review E

Année:

2013

Langue:

english

Fichier:

PDF, 4.35 MB

english, 2013

17

Index distribution of the Ginibre ensemble

Allez, Romain, Touboul, Jonathan, Wainrib, Gilles

Journal:

Journal of Physics A Mathematical and Theoretical

Année:

2014

Langue:

english

Fichier:

PDF, 511 KB

english, 2014

18

A local Echo State Property through the largest Lyapunov exponent

Wainrib, Gilles, Galtier, Mathieu N.

Journal:

Neural Networks

Année:

2016

Langue:

english

Fichier:

PDF, 692 KB

english, 2016

19

The Real Ginibre Ensemble with\(k=O(n)\)Real Eigenvalues

del Molino, Luis Carlos García, Pakdaman, Khashayar, Touboul, Jonathan, Wainrib, Gilles

Journal:

Journal of Statistical Physics

Année:

2016

Langue:

english

Fichier:

PDF, 774 KB

english, 2016

20

Regular graphs maximize the variability of random neural networks

Wainrib, Gilles, Galtier, Mathieu

Journal:

Physical Review E

Année:

2015

Langue:

english

Fichier:

PDF, 2.11 MB

english, 2015

21

Mathematical modeling of lymphocytes selection in the germinal center

Milisic, Vuk, Wainrib, Gilles

Journal:

Journal of Mathematical Biology

Année:

2017

Langue:

english

Fichier:

PDF, 926 KB

english, 2017

22

Integrative network-based analysis of colonic detoxification gene expression in Ulcerative Colitis according to smoking status

Ding, Yong-Ping, Ladeiro, Yannick, Morilla, Ian, Bouhnik, Yoram, Marah, Assiya, Zaag, Hatem, Cazals-Hatem, Dominique, Seksik, Philippe, Daniel, Fanny, Hugot, Jean-Pierre, Wainrib, Gilles, Treton, Xavi

Journal:

Journal of Crohn's and Colitis

Année:

2016

Langue:

english

Fichier:

PDF, 1.67 MB

english, 2016

23

Limit theorems for infinite-dimensional piecewise deterministic Markov processes. Applications to stochastic excitable membrane models

Riedler, Martin, Thieullen, Michèle, Wainrib, Gilles

Journal:

Electronic Journal of Probability

Année:

2012

Langue:

english

Fichier:

PDF, 449 KB

english, 2012

24

Distributed synaptic weights in a LIF neural network and learning rules

Perthame, Benoî t, Salort, Delphine, Wainrib, Gilles

Journal:

Physica D: Nonlinear Phenomena

Année:

2017

Langue:

english

Fichier:

PDF, 548 KB

english, 2017

25

Random walks on binary strings applied to the somatic hypermutation of B-cells

Balelli, Irene, Milišić, Vuk, Wainrib, Gilles

Journal:

Mathematical Biosciences

Année:

2018

Langue:

english

Fichier:

PDF, 847 KB

english, 2018

26

[IEEE 2018 IEEE Statistical Signal Processing Workshop (SSP) - Freiburg im Breisgau, Germany (2018.6.10-2018.6.13)] 2018 IEEE Statistical Signal Processing Workshop (SSP) - Scaling Up Echo-State Networks With Multiple Light Scattering

Dong, Jonathan, Gigan, Sylvain, Krzakala, Florent, Wainrib, Gilles

Année:

2018

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2018

27

Colonic MicroRNA Profiles, Identified by a Deep Learning Algorithm, That Predict Responses to Therapy of Patients With Acute Severe Ulcerative Colitis

Morilla, Ian, Uzzan, Mathieu, Laharie, David, Cazals-Hatem, Dominique, Denost, Quentin, Daniel, Fanny, Belleannee, Genevieve, Bouhnik, Yoram, Wainrib, Gilles, Panis, Yves, Ogier-Denis, Eric, Treton, X

Journal:

Clinical Gastroenterology and Hepatology

Année:

2018

Langue:

english

Fichier:

PDF, 1.63 MB

english, 2018

28

Comparative performances of machine learning methods for classifying Crohn Disease patients using genome-wide genotyping data

Romagnoni, Alberto, Jégou, Simon, Van Steen, Kristel, Wainrib, Gilles, Hugot, Jean-Pierre

Journal:

Scientific Reports

Année:

2019

Langue:

english

Fichier:

PDF, 3.15 MB

english, 2019

29

Comparative performances of machine learning methods for classifying Crohn Disease patients using genome-wide genotyping data

Romagnoni, Alberto, Jégou, Simon, Van Steen, Kristel, Wainrib, Gilles, Hugot, Jean-Pierre

Journal:

Scientific Reports

Année:

2019

Fichier:

PDF, 3.15 MB

2019