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Adversarial testing of global neuronal workspace and ... - Nature nature.com Nature 9 facts
measurementThe study evaluated predictions of neurobiological theories of consciousness using 256 participants performing the same behavioral task across three neuroimaging modalities: functional magnetic resonance imaging (fMRI; n = 120), magnetoencephalography (MEG; n = 102), and intracranial electroencephalography (iEEG; n = 34).
measurementThe adversarial study of integrated information theory (IIT) and global neuronal workspace theory (GNWT) involved 256 human participants who viewed suprathreshold stimuli for variable durations while researchers measured neural activity using functional magnetic resonance imaging, magnetoencephalography, and intracranial electroencephalography.
procedureWithin-task category and orientation decoding were performed using a leave-one-run-out cross-validation scheme for fMRI data and a k-fold cross-validation scheme for MEG and iEEG data.
measurementThe study's testing framework involved an initial optimization phase on one-third of the MEG (n = 32) and fMRI (n = 35) datasets to evaluate data quality and optimize analysis pipelines, followed by a preregistered replication phase on novel datasets (MEG n = 65 and fMRI n = 73).
procedureFor the MEG and fMRI datasets, one-third of the data that passed quality tests (the optimization dataset) was used to optimize analysis methods, while the remaining two-thirds (the replication dataset) were used for the reported study results.
procedureThe fMRI decoding strategy utilized a multivariate pattern analysis approach on the pattern of BOLD activity over voxels, similar to the strategy used for iEEG and MEG data.
procedureThe study combined iEEG, MEG, and fMRI techniques to mitigate the limitations of using single data modalities, creating a cross-compensating approach for testing consciousness theories.
procedureThe MEG and fMRI laboratories used the MEG-compatible and fMRI-compatible EyeLink 1000 Plus Eye-tracker system (SR Research) to collect data at 1,000 Hz.
procedureFor MEG experiments, eye tracking data were acquired binocularly, while for fMRI experiments, data were acquired monocularly from either the left or the right eye in DCCN and Yale, respectively.
Adversarial testing of global neuronal workspace and integrated ... research.birmingham.ac.uk Oscar Ferrante, Urszula Gorska-Klimowska, Simon Henin, Rony Hirschhorn, Aya Khalaf, Alex Lepauvre, Ling Liu, David Richter, Yamil Vidal, Niccolò Bonacchi, Tanya Brown, Praveen Sripad, Marcelo Armendariz, Katarina Bendtz, Tara Ghafari 2 facts
measurementThe study involved 256 human participants who viewed suprathreshold stimuli for variable durations while their neural activity was measured using functional magnetic resonance imaging (fMRI), magnetoencephalography (MEG), and intracranial electroencephalography (iEEG).
measurementThe adversarial study on consciousness theories involved 256 human participants who viewed suprathreshold stimuli for variable durations while their neural activity was recorded using functional magnetic resonance imaging (fMRI), magnetoencephalography (MEG), and intracranial electroencephalography (iEEG).
What a Contest of Consciousness Theories Really Proved quantamagazine.org Quanta Magazine 2 facts
referenceMagnetoencephalography (MEG) tracks brain chatter but has poorer spatial resolution compared to functional magnetic resonance imaging (fMRI).
measurementThe adversarial collaboration experiment comparing Global Neuronal Workspace Theory and Integrated Information Theory involved six theory-neutral labs, 250 test subjects, and utilized fMRI, MEG, and intracranial electroencephalography.
An adversarial collaboration to critically evaluate theories of ... biorxiv.org bioRxiv 1 fact
measurementThe adversarial collaboration study on consciousness involved 256 human subjects who viewed suprathreshold stimuli for variable durations while neural activity was measured using functional magnetic resonance imaging (fMRI), magnetoencephalography (MEG), and electrocorticography (ECoG).
Adversarial testing of global neuronal workspace and integrated ... pubmed.ncbi.nlm.nih.gov PubMed 1 fact
procedureThe adversarial collaboration involved 256 human participants who viewed suprathreshold stimuli for variable durations while neural activity was recorded using functional magnetic resonance imaging (fMRI), magnetoencephalography (MEG), and intracranial electroencephalography (iEEG).
Neuroimaging in psychedelic drug development: past, present, and ... nature.com Nature 1 fact
claimNeuroscience studies on psychedelic drugs have primarily utilized functional Magnetic Resonance Imaging (fMRI), with ancillary research employing Magnetoencephalography (MEG) or Electroencephalography (EEG).
Adversarial testing of global neuronal workspace and integrated ... comdig.unam.mx Oscar Ferrante, Urszula Gorska-Klimowska, Simon Henin, Rony Hirschhorn, Aya Khalaf, Alex Lepauvre, Ling Liu, David Richter, Yamil Vidal, Niccolò Bonacchi, Tanya Brown, Praveen Sripad, Marcelo Armendariz, Katar 1 fact
measurementThe Cogitate Consortium measured neural activity in 256 human participants using functional magnetic resonance imaging (fMRI), magnetoencephalography (MEG), and intracranial electroencephalography (iEEG) while participants viewed suprathreshold stimuli for variable durations.
(PDF) Unifying Theories of Consciousness, Attention, and ... academia.edu Academia.edu 1 fact
claimNeuroimaging studies using EEG, MEG, and fMRI are uncovering distinct neuronal correlates of selective attention and consciousness in dissociative paradigms, suggesting a functional dissociation where attention acts as an analyzer and consciousness acts as a synthesizer.
Rethinking Consciousness: When Science Puts Itself to the Test maxplanckneuroscience.org Max Planck Neuroscience 1 fact
measurementThe Cogitate Consortium study involved 256 participants across seven laboratories worldwide, utilizing functional magnetic resonance imaging (fMRI), magnetoencephalography (MEG), and intracranial electroencephalography (iEEG).
Study Challenges Leading Theories On Consciousness Origins neurosciencenews.com Neuroscience News 1 fact
procedureResearchers measured neural activity in participants using functional magnetic resonance imaging (fMRI), magnetoencephalography (MEG), and intracranial electroencephalography.
Protocol for testing global neuronal workspace and integrated ... journals.plos.org PLOS ONE 1 fact
procedureThe Cogitate research project tested predictions regarding consciousness theories in 250 subjects using fMRI, EEG, MEG, and implanted ECoG electrodes, employing several decoding analyses.