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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

Year:

2018

Language:

english

File:

PDF, 781 KB

english, 2018

2

Is psychoanalysis a matter of subjectivation?

Wainrib, Steven

Journal:

The International Journal of Psychoanalysis

Year:

2012

Language:

english

File:

PDF, 268 KB

english, 2012

3

Topological and Dynamical Complexity of Random Neural Networks

Wainrib, Gilles, Touboul, Jonathan

Journal:

Physical Review Letters

Year:

2013

Language:

english

File:

PDF, 186 KB

english, 2013

4

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

Year:

2010

Language:

english

File:

PDF, 339 KB

english, 2010

5

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

Gilles Wainrib, Michèle Thieullen, Khashayar Pakdaman

Journal:

Journal of Computational Neuroscience

Year:

2012

Language:

english

File:

PDF, 762 KB

english, 2012

6

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

Khashayar Pakdaman, Michèle Thieullen, Gilles Wainrib

Journal:

Stochastic Processes and their Applications

Year:

2012

Language:

english

File:

PDF, 299 KB

english, 2012

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

Year:

2013

Language:

english

File:

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

Year:

2011

Language:

english

File:

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

Year:

2015

Language:

english

File:

PDF, 2.21 MB

english, 2015

10

Double averaging principle for periodically forced stochastic slow-fast systems

Wainrib, Gilles

Journal:

Electronic Communications in Probability

Year:

2013

Language:

english

File:

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)

Year:

2012

Language:

english

File:

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:

Year:

2016

Language:

english

File:

PDF, 1.43 MB

english, 2016

13

Intrinsic variability of latency to first-spike

Wainrib Gilles, Thieullen Michèle, Pakdaman Khashayar

Journal:

Biological Cybernetics

Year:

2010

Language:

english

File:

PDF, 657 KB

english, 2010

14

Erratum to: Intrinsic variability of latency to first-spike

Gilles Wainrib, Michèle Thieullen, Khashayar Pakdaman

Journal:

Biological Cybernetics

Year:

2011

File:

PDF, 53 KB

2011

15

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

Galtier, Mathieu N., Wainrib, Gilles

Journal:

Neural Computation

Year:

2013

Language:

english

File:

PDF, 345 KB

english, 2013

16

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

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

Journal:

Neural Networks

Year:

2014

Language:

english

File:

PDF, 1.05 MB

english, 2014

17

Synchronization in random balanced networks

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

Journal:

Physical Review E

Year:

2013

Language:

english

File:

PDF, 4.35 MB

english, 2013

18

FLUID LIMIT THEOREMS FOR STOCHASTIC HYBRID SYSTEMS WITH APPLICATION TO NEURON MODELS

K. PAKDAMAN, M. THIEULLEN and G. WAINRIB

Journal:

Advances in Applied Probability

Year:

2010

Language:

english

File:

PDF, 2.33 MB

english, 2010

19

Index distribution of the Ginibre ensemble

Allez, Romain, Touboul, Jonathan, Wainrib, Gilles

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2014

Language:

english

File:

PDF, 511 KB

english, 2014

20

A local Echo State Property through the largest Lyapunov exponent

Wainrib, Gilles, Galtier, Mathieu N.

Journal:

Neural Networks

Year:

2016

Language:

english

File:

PDF, 692 KB

english, 2016

21

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

Year:

2016

Language:

english

File:

PDF, 774 KB

english, 2016

22

EFFECTS OF RIBONUCLEIC ACID ON MEMORY DEFECT IN THE AGED

CAMERON, D. EWEN, SVED, S., SOLYOM, L., WAINRIB, B., BARIK, H.

Journal:

American Journal of Psychiatry

Year:

1963

Language:

english

File:

PDF, 705 KB

english, 1963

23

Regular graphs maximize the variability of random neural networks

Wainrib, Gilles, Galtier, Mathieu

Journal:

Physical Review E

Year:

2015

Language:

english

File:

PDF, 2.11 MB

english, 2015

24

Mathematical modeling of lymphocytes selection in the germinal center

Milisic, Vuk, Wainrib, Gilles

Journal:

Journal of Mathematical Biology

Year:

2017

Language:

english

File:

PDF, 926 KB

english, 2017

25

Review of Women and group psychotherapy.

Wainrib, Barbara Rubin

Journal:

Psychotherapy: Theory/Research/Practice/Training

Year:

1998

Language:

english

File:

PDF, 420 KB

english, 1998

26

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

Year:

2016

Language:

english

File:

PDF, 1.67 MB

english, 2016

27

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

Year:

2012

Language:

english

File:

PDF, 449 KB

english, 2012

28

Fluid limit theorems for stochastic hybrid systems with application to neuron models

Pakdaman, K., Thieullen, M., Wainrib, G.

Journal:

Advances in Applied Probability

Year:

2010

Language:

english

File:

PDF, 384 KB

english, 2010

29

Distributed synaptic weights in a LIF neural network and learning rules

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

Journal:

Physica D: Nonlinear Phenomena

Year:

2017

Language:

english

File:

PDF, 548 KB

english, 2017

30

Fluid limit theorems for stochastic hybrid systems with application to neuron models

Pakdaman, K., Thieullen, M., Wainrib, G.

Journal:

Advances in Applied Probability

Year:

2010

Language:

english

File:

PDF, 358 KB

english, 2010

31

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

Balelli, Irene, Milišić, Vuk, Wainrib, Gilles

Journal:

Mathematical Biosciences

Year:

2018

Language:

english

File:

PDF, 847 KB

english, 2018

32

[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

Year:

2018

Language:

english

File:

PDF, 1.08 MB

english, 2018

33

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

Year:

2018

Language:

english

File:

PDF, 1.63 MB

english, 2018

34

ToxicBlend: Virtual screening of toxic compound with ensemble predictors

Zaslavskiy, M., Jegou, S., Tramel, E.W., Wainrib, G.

Journal:

Toxicology Letters

Year:

2018

Language:

english

File:

PDF, 53 KB

english, 2018

35

ToxicBlend: Virtual screening of toxic compound with ensemble predictors

Zaslavskiy, M., Jegou, S., Tramel, E.W., Wainrib, G.

Journal:

Toxicology Letters

Year:

2018

File:

PDF, 53 KB

2018

36

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

Year:

2019

Language:

english

File:

PDF, 3.15 MB

english, 2019

37

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

Year:

2019

File:

PDF, 3.15 MB

2019