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Articles

Preprints of submitted publications

  1. Senoussi, M., Verbeke, P., Desender, K., Loof, E.D., Talsma, D., and Verguts, T. (2020). Theta oscillations shift towards optimal frequency for cognitive control. bioRxiv, 2020.08.30.273706.
     
  2. Senoussi, M., VanRullen, R., and Reddy, L. (2020). Anticipatory reinstatement of expected perceptual events during visual sequence learning.. bioRxiv, 2020.11.28.402123.
     

Peer-reviewed publications

  1. Pistono, A., Senoussi, M., Guerrier, L., Rafiq, M., Gimeno, M., Péran, P., Jucla, M., and Pariente, J. (In Press, 2021). Language network connectivity increases in prodromal Alzheimer’s disease. Journal of Alzheimer’s Disease. [Preprint]
     
  2. Shahnazian, D.*, Senoussi, M.*, Krebs, R.M., Verguts, T., and Holroyd, C.B. (In Press, 2021). Neural representations of task context and temporal order during action sequence execution. Topics in Cognitive Science, (* co-first authors), [Preprint]
     
  3. Formica, S., González-García, C., Senoussi, M., and Brass, M. (2021). Neural oscillations track the maintenance and proceduralization of novel instructions. NeuroImage, 117870.
     
  4. Senoussi, M., and Dugué, L. (2020). La vision: un modèle d’étude de la cognition. Intellectica, pp.275-299. [Preprint]
     
  5. Senoussi, M., Moreland, J.C., Busch, N.A., and Dugué, L. (2019). Attention explores space periodically at the theta frequency. J. Vis. 19, 22–22.
     
  6. Senoussi, M., Verdiere, K.J., Bovo, A., Carvalho Chanel, C.P., Dehais, F., and Roy, R.N. (2017). Pre-stimulus antero-posterior EEG connectivity predicts performance in a UAV monitoring task. In 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 1167–1172. [pdf]
     
  7. Senoussi, M., Berry, I., VanRullen, R., and Reddy, L. (2016). Multivoxel Object Representations in Adult Human Visual Cortex Are Flexible: An Associative Learning Study. J. Cogn. Neurosci. 28, 852–868. [pdf]
     
  8. Eickenberg, M., Senoussi, M., Pedregosa, F., Gramfort, A., and Thirion, B. (2013). Second Order Scattering Descriptors Predict fMRI Activity Due to Visual Textures. In 2013 International Workshop on Pattern Recognition in Neuroimaging, pp. 5–8. [pdf]
     

In preparation

  1. Senoussi, M., Galas, L., Busch, N., Dugué, L. (in prep.). Decoding the rhythms of spatial and feature-based attention.
     
  2. Senoussi, M., Kanatli, S., Verguts, T., Desender, K. (in prep.). Predicting effort from neural representations of conflict and subjective difficulty.
     
  3. Senoussi, M., Gekiere, A., Desender, K., Verguts, T. (in prep.). Instructed perceptual expectations rapidly bias decision processes during perceptual decision-making.
     
  4. Rashal, E., Senoussi, M., Santandrea, E., Ben-Hamed, S., Macaluso, E., Chelazzi, L., Boehler, N. (in prep.). Integrating top-down and bottom-up attention control factors: an EEG study.
     

Conference presentations

[Selected for « Data Blitz » presentation by the organizing committee] Senoussi, M., Verbeke, P., Desender, K., De Loof, E., Talsma, D., Verguts, T. Theta oscillations shift towards optimal frequency for cognitive control. Cognitive Neuroscience Society Annual Meeting (2021), Online. (Oral Presentation + Poster)
  Rashal, E., Senoussi, M., Santandrea, E., Ben-Hamed, S., Macaluso, E., Chelazzi, L., Boehler, N. Integrating top-down and bottom-up attention control factors: an EEG study. Virtual Visual Science Society (V-VSS) annual meeting (2021), Online. (Poster)
  Senoussi, M., Verbeke, P., De Loof, E., Talsma, D., Verguts, T. (2019). The role of theta oscillations (4-8hz) in cognitive control: stimulus-response binding in behavior and electroencephalography. 21st meeting of the European Society for Cognitive Psychology (ESCoP) (Tenerife, Spain). (Oral Presentation)
  Senoussi, M., Verbeke, P., De Loof, E., Talsma, D., Verguts, T. (2019). Testing a computational model of cognitive control through periodic binding at theta frequency: a behavioural and EEG investigation. FENS, Brain Conference on ”Dynamics of the brain: temporal aspects of computation” (Copenhagen, Denmark). (Poster)
  Senoussi, M., Verbeke, P., De Loof, E., Talsma, D., Verguts, T. (2019). Controlled by the beat: Investigating the role of theta oscillations in cognitive control. Belgian Association for Psychological Sciences (BAPS) annual meeting (Liège, Belgium). (Oral Presentation)
  Senoussi, M., Verbeke, P., Talsma, D., Verguts, T. (2018). Electrophysiological markers of instructed sensory-motor mappings: Testing a computational model of cognitive control. Society for Neuroscience annual meeting (San Diego, USA). (Poster)
  Senoussi, M., Busch N., Galas L., Dugué L. (2018). Comparing the neural dynamics of voluntary feature-based and spatial attention. GDR Vision annual meeting (Paris, France). (Oral Presentation)
  Senoussi, M., Talsma, D., Verguts, T. (2018). Electrophysiological markers of in- structed stimulus-response mappings. GDR Vision annual meeting (Paris, France). (Poster)
  Senoussi, M., Busch, N.A., Galas, L., Dugué, L. (2018). Comparing the neural dynamics of voluntary feature-based and spatial attention. Visual Science Society annual meeting (Tampa, USA). (Poster)
  Dugué, L., Busch, N., Senoussi, M. (2017). Behavioral rhythms of attentional sampling. European Conference on Visual Perception (Berlin, Germany). (Poster)
  Senoussi, M., Reddy L., Vanrullen, R. (2015). Electrophysiological predictors of an expected stimulus during visual sequence learning. Society for Neuroscience annual meeting (Chicago, USA). (Poster)
  Senoussi, M., Berry, I., Vanrullen, R., Reddy L. (2014). Object Representations in Human Visual Cortex are Flexible: an Associative Learning study. Visual Science Society annual meeting (Tampa, USA). (Oral Presentation)