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1

Distinct modes of functional connectivity induced by movie-watching

Demirtaş, Murat, Ponce-Alvarez, Adrian, Gilson, Matthieu, Hagmann, Patric, Mantini, Dante, Betti, Viviana, Romani, Gian Luca, Friston, Karl, Corbetta, Maurizio, Deco, Gustavo

Journal:

Year:

2019

Language:

english

File:

PDF, 4.26 MB

english, 2019

2

Effective connectivity in autism

Rolls, Edmund T., Zhou, Yunyi, Cheng, Wei, Gilson, Matthieu, Deco, Gustavo, Feng, Jianfeng

Journal:

Autism Research

Year:

2019

Language:

english

File:

PDF, 2.59 MB

english, 2019

3

Interplay between dendritic non-linearities and STDP

Matthieu Gilson, Tomoki Fukai, Taro Toyoizumi

Journal:

BMC Neuroscience

Year:

2011

Language:

english

File:

PDF, 140 KB

english, 2011

4

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. I. Input selectivity–strengthening correlated input pathways

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen

Journal:

Biological Cybernetics

Year:

2009

Language:

english

File:

PDF, 1.86 MB

english, 2009

5

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen

Journal:

Biological Cybernetics

Year:

2009

Language:

english

File:

PDF, 1.36 MB

english, 2009

6

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. II. Input selectivity—symmetry breaking

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen

Journal:

Biological Cybernetics

Year:

2009

Language:

english

File:

PDF, 606 KB

english, 2009

7

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks III: Partially connected neurons driven by spontaneous activity

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen

Journal:

Biological Cybernetics

Year:

2009

Language:

english

File:

PDF, 1.04 MB

english, 2009

8

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks V: self-organization schemes and weight dependence

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen

Journal:

Biological Cybernetics

Year:

2010

Language:

english

File:

PDF, 1.17 MB

english, 2010

9

Pattern learning using spike-timing-dependent plasticity: a theoretical approach

Matthieu Gilson, Timothée Masquelier, Etienne Hugues, Anthony N Burkittt

Journal:

BMC Neuroscience

Year:

2009

Language:

english

File:

PDF, 170 KB

english, 2009

10

Spike-timing-dependent plasticity in a recurrently connected neuronal network with spontaneous oscillations

Matthieu Gilson, Anthony N Burkitt, David B Grayden, Doreen A Thomas, J Leo van Hemmen

Journal:

BMC Neuroscience

Year:

2009

Language:

english

File:

PDF, 168 KB

english, 2009

11

Interplay between spike-timing-dependent plasticity and neuronal correlations gives rise to network structure

Matthieu Gilson, Doreen A Thomas, Anthony N Burkitt, David B Grayden, J Leo van Hemmen

Journal:

BMC Neuroscience

Year:

2009

Language:

english

File:

PDF, 169 KB

english, 2009

12

The representation of input correlation structure from multiple pools in the synaptic weights by STDP

Matthieu Gilson, Anthony N Burkitt, David B Grayden, Doreen A Thomas, J Leo van Hemmen

Journal:

BMC Neuroscience

Year:

2010

Language:

english

File:

PDF, 137 KB

english, 2010

13

The learning dynamics of spike-timing-dependent plasticity in recurrently connected networks

Matthieu Gilson, Anthony N Burkitt, J Leo van Hemmen

Journal:

BMC Neuroscience

Year:

2007

Language:

english

File:

PDF, 164 KB

english, 2007

14

Symmetry breaking induced by Spike-Timing-Dependent Plasticity in the presence of recurrent connections

Matthieu Gilson, David B Grayden, Doreen A Thomas, J Leo van Hemmen, Anthony N Burkitt

Journal:

BMC Neuroscience

Year:

2008

Language:

english

File:

PDF, 196 KB

english, 2008

15

Influence of synaptic delays in a neuronal map emerging from STDP

Matthieu Gilson, Tomoki Fukai

Journal:

Neuroscience Research

Year:

2011

Language:

english

File:

PDF, 112 KB

english, 2011

16

Inhibitory STDP improves temporal processing in disynaptic circuits

Florence I Kleberg, Matthieu Gilson, Tomoki Fukai

Journal:

BMC Neuroscience

Year:

2013

Language:

english

File:

PDF, 101 KB

english, 2013

17

Optimal spike pattern v.s. noise separation by neurons equipped with STDP

Timothée Masquelier, Matthieu Gilson

Journal:

BMC Neuroscience

Year:

2013

Language:

english

File:

PDF, 68 KB

english, 2013

18

Requirements for the robust operant conditioning of neural firing rates

Robert R Kerr, David B Grayden, Doreen A Thomas, Matthieu Gilson…

Journal:

BMC Neuroscience

Year:

2013

Language:

english

File:

PDF, 124 KB

english, 2013

19

Representation of input structure in synaptic weights by spike-timing-dependent plasticity

Gilson, Matthieu, Burkitt, Anthony N., Grayden, David B., Thomas, Doreen A., van Hemmen, J. Leo

Journal:

Physical Review E

Year:

2010

Language:

english

File:

PDF, 795 KB

english, 2010

20

Spectral analysis of input correlations using STDP

Burkitt, Anthony Neville, Gilson, Matthieu, Grayden, David Bruce, Thomas, Doreen Anne, Hemmen, J Leo van

Journal:

Neuroscience Research

Year:

2010

Language:

english

File:

PDF, 59 KB

english, 2010

21

STDP can produce long-tail weight distributions

Gilson, Matthieu, Fukai, Tomoki

Journal:

Neuroscience Research

Year:

2010

Language:

english

File:

PDF, 59 KB

english, 2010

22

Goal-directed control with cortical units that are gated by both top-down feedback and oscillatory coherence

Robert R Kerr,David B Grayden,Doreen A Thomas,Matthieu Gilson…

Journal:

BMC Neuroscience

Year:

2014

Language:

english

File:

PDF, 208 KB

english, 2014

23

Role of external stimulation in shaping evoked activity in a macroscopic model of cortex

Matthieu Gilson,Adrian Ponce-Alvarez,Gustavo Deco

Journal:

BMC Neuroscience

Year:

2014

Language:

english

File:

PDF, 198 KB

english, 2014

24

Frequency Selectivity Emerging from Spike-Timing-Dependent Plasticity

Gilson, Matthieu, Bürck, Moritz, Burkitt, Anthony N., van Hemmen, J. Leo

Journal:

Neural Computation

Year:

2012

Language:

english

File:

PDF, 622 KB

english, 2012

25

Spectral Analysis of Input Spike Trains by Spike-Timing-Dependent Plasticity

Gilson, Matthieu, Fukai, Tomoki, Burkitt, Anthony N., Sporns, Olaf

Journal:

PLoS Computational Biology

Year:

2012

Language:

english

File:

PDF, 1.33 MB

english, 2012

26

Delay Selection by Spike-Timing-Dependent Plasticity in Recurrent Networks of Spiking Neurons Receiving Oscillatory Inputs

Kerr, Robert R., Burkitt, Anthony N., Thomas, Doreen A., Gilson, Matthieu, Grayden, David B., Morrison, Abigail

Journal:

PLoS Computational Biology

Year:

2013

Language:

english

File:

PDF, 1.94 MB

english, 2013

27

STDP Allows Fast Rate-Modulated Coding with Poisson-Like Spike Trains

Gilson, Matthieu, Masquelier, Timothée, Hugues, Etienne, van Rossum, Mark C. W.

Journal:

PLoS Computational Biology

Year:

2011

Language:

english

File:

PDF, 1.73 MB

english, 2011

28

AIP Conference Proceedings [Author(s) INTERNATIONAL CONFERENCE OF NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2015 (ICNAAM 2015) - Rhodes, Greece (22–28 September 2015)] - Recovery of directed intracortical connectivity from fMRI data

Gilson, Matthieu, Ritter, Petra, Deco, Gustavo

Year:

2016

Language:

english

File:

PDF, 696 KB

english, 2016

29

Resting state networks in empirical and simulated dynamic functional connectivity

Glomb, Katharina, Ponce-Alvarez, Adrián, Gilson, Matthieu, Ritter, Petra, Deco, Gustavo

Journal:

Year:

2017

Language:

english

File:

PDF, 3.82 MB

english, 2017

30

Effective connectivity in depression

Rolls, Edmund T., Cheng, Wei, Gilson, Matthieu, Qiu, Jiang, Hu, Zicheng, Ruan, Hongtao, Li, Yu, Huang, Chu-Chung, Yang, Albert C., Tsai, Shih-Jen, Zhang, Xiaodong, Zhuang, Kaixiang, Lin, Ching-Po, Dec

Journal:

Biological Psychiatry: Cognitive Neuroscience and Neuroimaging

Year:

2017

Language:

english

File:

PDF, 9.28 MB

english, 2017

31

Analysis of fMRI data using noise-diffusion network models: a new covariance-coding perspective

Gilson, Matthieu

Journal:

Biological Cybernetics

Year:

2017

Language:

english

File:

PDF, 706 KB

english, 2017

32

Task-related effective connectivity reveals that the cortical rich club gates cortex-wide communication

Senden, Mario, Reuter, Niels, van den Heuvel, Martijn P., Goebel, Rainer, Deco, Gustavo, Gilson, Matthieu

Journal:

Human Brain Mapping

Year:

2017

Language:

english

File:

PDF, 1.37 MB

english, 2017

33

Stereotypical modulations in dynamic functional connectivity explained by changes in BOLD variance

Glomb, Katharina, Ponce-Alvarez, Adrián, Gilson, Matthieu, Ritter, Petra, Deco, Gustavo

Journal:

Year:

2017

Language:

english

File:

PDF, 2.23 MB

english, 2017

34

Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity

Pallarés, Vicente, Insabato, Andrea, Sanjuán, Ana, Kühn, Simone, Mantini, Dante, Deco, Gustavo, Gilson, Matthieu

Journal:

Year:

2018

Language:

english

File:

PDF, 7.83 MB

english, 2018

35

Estimation of Directed Effective Connectivity from fMRI Functional Connectivity Hints at Asymmetries of Cortical Connectome

Gilson, Matthieu, Moreno-Bote, Ruben, Ponce-Alvarez, Adrián, Ritter, Petra, Deco, Gustavo, Jbabdi, Saad

Journal:

PLoS Computational Biology

Year:

2016

Language:

english

File:

PDF, 5.36 MB

english, 2016

36

Stability versus Neuronal Specialization for STDP: Long-Tail Weight Distributions Solve the Dilemma

Gilson, Matthieu, Fukai, Tomoki, Mansvelder, Huibert D.

Journal:

Year:

2011

Language:

english

File:

PDF, 1.30 MB

english, 2011

37

Coexistence of Reward and Unsupervised Learning During the Operant Conditioning of Neural Firing Rates

Kerr, Robert R., Grayden, David B., Thomas, Doreen A., Gilson, Matthieu, Burkitt, Anthony N., Cymbalyuk, Gennady

Journal:

Year:

2014

Language:

english

File:

PDF, 1.45 MB

english, 2014

38

Goal-directed control with cortical units that are gated by both top-down feedback and oscillatory coherence

Kerr, Robert R., Grayden, David B., Thomas, Doreen A., Gilson, Matthieu, Burkitt, Anthony N.

Journal:

Frontiers in Neural Circuits

Year:

2014

Language:

english

File:

PDF, 3.46 MB

english, 2014

39

STDP in recurrent neuronal networks

Gilson, Matthieu

Journal:

Frontiers in Computational Neuroscience

Year:

2010

Language:

english

File:

PDF, 837 KB

english, 2010

40

Excitatory and inhibitory STDP jointly tune feedforward neural circuits to selectively propagate correlated spiking activity

Kleberg, Florence I., Fukai, Tomoki, Gilson, Matthieu

Journal:

Frontiers in Computational Neuroscience

Year:

2014

Language:

english

File:

PDF, 2.81 MB

english, 2014

41

Editorial: Emergent Neural Computation from the Interaction of Different Forms of Plasticity

Gilson, Matthieu, Savin, Cristina, Zenke, Friedemann

Journal:

Frontiers in Computational Neuroscience

Year:

2015

Language:

english

File:

PDF, 183 KB

english, 2015

42

Addendum: Models of Metaplasticity: A Review of Concepts

Yger, Pierre, Gilson, Matthieu

Journal:

Frontiers in Computational Neuroscience

Year:

2016

Language:

english

File:

PDF, 130 KB

english, 2016

43

Models of Metaplasticity: A Review of Concepts

Yger, Pierre, Gilson, Matthieu

Journal:

Frontiers in Computational Neuroscience

Year:

2015

Language:

english

File:

PDF, 3.46 MB

english, 2015

44

Network analysis of whole-brain fMRI dynamics: A new framework based on dynamic communicability

Gilson, Matthieu, Kouvaris, Nikos E., Deco, Gustavo, Mangin, Jean-François, Poupon, Cyril, Lefranc, Sandrine, Rivière, Denis, Zamora-López, Gorka

Journal:

Year:

2019

Language:

english

File:

PDF, 3.32 MB

english, 2019

45

Model-based whole-brain effective connectivity to study distributed cognition in health and disease

Gilson, Matthieu, Zamora-López, Gorka, Pallarés, Vicente, Adhikari, Mohit H, Senden, Mario, Tauste Campo, Adrià, Mantini, Dante, Corbetta, Maurizio, Deco, Gustavo, Insabato, Andrea

Journal:

Network Neuroscience

Year:

2019

Language:

english

File:

PDF, 1.70 MB

english, 2019

46

Model-based whole-brain effective connectivity to study distributed cognition in health and disease

Gilson, Matthieu, Zamora-López, Gorka, Pallarés, Vicente, Adhikari, Mohit H, Senden, Mario, Tauste Campo, Adrià, Mantini, Dante, Corbetta, Maurizio, Deco, Gustavo, Insabato, Andrea

Journal:

Network Neuroscience

Year:

2019

File:

PDF, 1.70 MB

2019

47

Beyond the disconnectivity hypothesis of schizophrenia

Rolls, Edmund T, Cheng, Wei, Gilson, Matthieu, Gong, Weikang, Deco, Gustavo, Lo, Chun-Yi Zac, Yang, Albert C, Tsai, Shih-Jen, Liu, Mu-En, Lin, Ching-Po, Feng, Jianfeng

Journal:

Cerebral Cortex

Year:

2020

File:

PDF, 1.57 MB

2020

48

Propagation of BOLD Activity Reveals Task-dependent Directed Interactions Across Human Visual Cortex

Gravel, NicolÃ¡s, Renken, Remco J, Harvey, Ben M, Deco, Gustavo, Cornelissen, Frans W, Gilson, Matthieu

Journal:

Cerebral Cortex

Year:

2020

File:

PDF, 1.43 MB

2020

49

Propagation of Spiking Moments in Linear Hawkes Networks

Gilson, Matthieu, Pfister, Jean-Pascal

Journal:

SIAM Journal on Applied Dynamical Systems

Year:

2020

File:

PDF, 1.21 MB

2020