Connectionists: Workshop "Fingerprints of brain dynamics estimated from neuroimaging data"
Matthieu Gilson
matthieu.gilson at upf.edu
Fri Jul 14 09:21:08 EDT 2017
Dear all,
We woul like to remind you about the following workshop at the CNS
conference in Antwerp: https://matthieugilson.eu/workshop_CNS2017.html
Best regards,
Matthieu Gilson and Tim van Hartevelt
--------------------------------
Fingerprints of brain dynamics estimated from neuroimaging data
and application to discrimination between individuals, tasks
and/or conditions
CNS 2017 in Antwerp (Belgium) <http://www.cnsorg.org/cns-2017>
19 July 2017
The functioning of the brain relies on detailed interactions between
specialised neuronal subsystems, implementing joint segregation and
integration of information such as sensory stimuli, memory tokens and
intentions. Nowadays, neuroimaging techniques (fMRI, EEG, MEG, etc.)
provide indirect measurements of the neuronal activity at the
whole-brain level. Recent efforts have focused on extracting
fingerprints of the measured brain dynamics to discriminate between
tasks, conditions (e.g., sleep vs. awake) or individuals. For example,
given a dynamic network model, whole-brain effective connectivity
describes the interaction scheme between regions for each condition,
which can be quantitatively compared. The goal of this workshop is to
review both data-analysis methods and model-based approaches that have
attacked this problem.
Schedule:
* *9.00am:* presentation of the workshop (Matthieu and Tim)
* *9.15am:* Tim van Hartevelt (Oxford U, UK) replacing Henrique
Fernandes (U Aarhus, Denmark):
Brain fingerprints of structural connectivity in health and disease.
* *9.45am:* Dante Mantini (KU Leuven, Belgium):
Detecting large-scale brain networks using high-density
electroencephalography
* *10.15am:* coffee break (45 min)
* *11.00am:* Demian Battaglia (INSERM, Marseille, France):
Functional connectivity dynamics descriptors as fingerprints of
cognitive aging
* *11.30am:* Emily Finn (NIMH, Bethesda, USA):
Can we manipulate brain state to emphasize individual differences in
functional connectivity?
* *12.00pm:* lunch
* *2.00pm:* Joana Cabral (Oxford U, UK):
Spontaneous switching between states of functional connectivity
relates to cognitive performance in healthy older adults
* *2.30pm:* Thomas Bolton (EPFL, Lausanne, Switzerland):
Shedding light on resting-state dynamic functional network
interactions by sparse coupled hidden Markov models
* *3.00pm:* Karl Friston (UCL, London, UK):
Dynamic causal modelling and network discovery
* *3.30pm:* coffee break (30 min)
* *4.00am:* Anish Mitra (U Washington, St Louis, USA):
Structured temporal sequences in spontaneous human brain activity
* *4.30pm:* Vicente Pallares (U Pompeu Fabra, Barcelona, Spain):
Whole-brain effective connectivity from fMRI resting-state data
discriminates between individuals
* *5.00pm* concluding remarks
--
Matthieu Gilson
Universitat Pompeu Fabra, Barcelona, Spain
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