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The BRAIn team gets larger!

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We are thrilled to welcome a new associate professor in the BRAIn team : Axel Marmoret ! Axel holds a PhD in Music Signal Processing, and will contribute the development of AI activities in our team. Welcome Axel!

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Music aids gait rehabilitation in Parkinson's disease

Published in In the proceedings of Joint Conference of the 12th International Conference on Music Perception and Cognition (ICMPC) and the 8th Triennial Conference of the European Society for the Cognitive Sciences of Music (ESCOM), 2012

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Recommended citation: Charles-Etienne Benoit, Nicolas Farrugia, Sonja Kotz, Simone Dalla, "Music aids gait rehabilitation in Parkinson's disease." In the proceedings of Joint Conference of the 12th International Conference on Music Perception and Cognition (ICMPC) and the 8th Triennial Conference of the European Society for the Cognitive Sciences of Music (ESCOM), 2012.

Capturing the speed of music in our heads: Developing methods for measuring the tempo of musical imagery

Published in In the proceedings of International Conference of Students of Systematic Musicology, 2014

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Recommended citation: Kelly Jakubowski, Nicolas Farrugia, Lauren Stewart, "Capturing the speed of music in our heads: Developing methods for measuring the tempo of musical imagery." In the proceedings of International Conference of Students of Systematic Musicology, 2014.

Expectations induced by natural-like temporal fluctuations are independent of attention decrement: Evidence from behavior and early visual evoked potentials

Published in NeuroImage, 2015

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Recommended citation: Gerard Derosiere, Nicolas Farrugia, St{\'e}phane Perrey, Tomas Ward, Kjerstin Torre, "Expectations induced by natural-like temporal fluctuations are independent of attention decrement: Evidence from behavior and early visual evoked potentials." NeuroImage, 2015.

Frequency and affective evaluation of involuntary musical imagery correlate with resting state networks of spontaneous cognition

Published in In the proceedings of Ninth Triennial Conference of the European Society for the Cognitive Sciences of Music, 2015

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Recommended citation: N Farrugia, J Smallwood, Lauren Stewart, "Frequency and affective evaluation of involuntary musical imagery correlate with resting state networks of spontaneous cognition." In the proceedings of Ninth Triennial Conference of the European Society for the Cognitive Sciences of Music, 2015.

Identifying spatiotemporal patterns of functional connectivity using dictionary learning

Published in In the proceedings of 22nd Annual Meeting of the Organization for Human Brain Mapping (OHBM), 2016

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Recommended citation: Nicolas Farrugia, Julia Huntenburg, Daniel Margulies, Vincent Gripon, "Identifying spatiotemporal patterns of functional connectivity using dictionary learning." In the proceedings of 22nd Annual Meeting of the Organization for Human Brain Mapping (OHBM), 2016.

Evaluating graph signal processing for neuroimaging through classification and dimensionality reduction

Published in In the proceedings of 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2017

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Recommended citation: Mathilde M{\'e}noret, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon, "Evaluating graph signal processing for neuroimaging through classification and dimensionality reduction." In the proceedings of 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2017.

Classification of Autism Spectrum Disorder Through the Graph Fourier Transform of fMRI Temporal Signals Projected on Structural Connectome

Published in In the proceedings of International Conference on Computer Analysis of Images and Patterns, 2019

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Recommended citation: Abdelbasset Brahim, Mehdi El, Nicolas Farrugia, "Classification of Autism Spectrum Disorder Through the Graph Fourier Transform of fMRI Temporal Signals Projected on Structural Connectome." In the proceedings of International Conference on Computer Analysis of Images and Patterns, 2019.

EEG measurement of binaural sound immersion

Published in In the proceedings of EAA Spatial Audio Signal Processing Symposium, 2019

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Recommended citation: Rozenn Nicol, Olivier Dufor, Laetitia Gros, Pascal Rueff, Nicolas Farrugia, "EEG measurement of binaural sound immersion." In the proceedings of EAA Spatial Audio Signal Processing Symposium, 2019.

Estimating encoding models of cortical auditory processing using naturalistic stimuli and transfer learning

Published in In the proceedings of NeurIPS 2019 workshop "Hidden Neurons and Real Units", 2019

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Recommended citation: Nicolas Farrugia, Victor Nepveu, Deycy Villamil, "Estimating encoding models of cortical auditory processing using naturalistic stimuli and transfer learning." In the proceedings of NeurIPS 2019 workshop "Hidden Neurons and Real Units", 2019.

Spectral Graph Wavelet Transform as Feature Extractor for Machine Learning in Neuroimaging

Published in In the proceedings of ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019

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Recommended citation: Yusuf Pilavci, Nicolas Farrugia, "Spectral Graph Wavelet Transform as Feature Extractor for Machine Learning in Neuroimaging." In the proceedings of ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.

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