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An adversarial collaboration protocol for testing contrasting predictions of global neuronal workspace and integrated information theory

Also known as: An adversarial collaboration protocol for testing contrasting predictions of global neuronal workspace and integrated information theory, Adversarial testing of global neuronal workspace and integrated information theory

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Adversarial testing of global neuronal workspace and ... - Nature nature.com Nature Apr 30, 2025 15 facts

accountfMRI data collection for the adversarial testing of global neuronal workspace and integrated information theory was performed by A.K. and A. Sharafeldin (Yale); and D.R. (DCCN).

accountiEEG decoding, synchrony analyses, unification across modalities, and validation of methods for the adversarial testing of global neuronal workspace and integrated information theory were performed by S.H.

accountResponsiveness, RSA (Representational Similarity Analysis), activation, and LMMs (Linear Mixed Models) for theory testing in the adversarial testing of global neuronal workspace and integrated information theory were performed by A.L.

accountConceptualization of the experimental framework for standardization across sites for the adversarial testing of global neuronal workspace and integrated information theory was conducted by A.L., K.B., R.H., L. Mudrik and L. Melloni.

accountiEEG data collection for the adversarial testing of global neuronal workspace and integrated information theory was performed by J.J., S.M. and A. Seedat (NYU); M.A., K.B. and D.R.M. (Harvard); and U.G.-K. and C. Kozma (Wisconsin).

accountMEG data collection for the adversarial testing of global neuronal workspace and integrated information theory was performed by O.F., T.G. and D.H. (Birmingham); and L.L. and S.Y. (PKU).

accountfMRI searchlight and ROI (Region of Interest) decoding, gPPI (generalized Psychophysiological Interaction), and stimulus versus baseline decoding for the adversarial testing of global neuronal workspace and integrated information theory were performed by A.K.

accountMEG decoding, RSA (Representational Similarity Analysis), and associated control analyses for the adversarial testing of global neuronal workspace and integrated information theory were performed by L.L.

accountSupervision of the iEEG team for the adversarial testing of global neuronal workspace and integrated information theory was provided by G.K., L. Melloni and S. Devore.

accountSupervision of the MEG team for the adversarial testing of global neuronal workspace and integrated information theory was provided by O.J. and H.L., with support by L. Mudrik.

accountSupervision of the fMRI team for the adversarial testing of global neuronal workspace and integrated information theory was provided by H.B. and F.P.d.L., with support by M.P.

procedureIn the study 'Adversarial testing of global neuronal workspace and integrated information theory', significance for decoding results was evaluated using a cluster-based permutation test with a threshold of p < 0.05 (two-sided).

claimIn the study 'Adversarial testing of global neuronal workspace and integrated information theory', cross-task generalization of face–object decoding was significant in both posterior and prefrontal regions of interest (ROIs) within theory-predicted time windows.

measurementIn the study 'Adversarial testing of global neuronal workspace and integrated information theory', MEG cross-task decoding of stimulus categories (letters versus falsefonts) shows significantly above-chance (50%) decoding when classifiers are trained on relevant stimuli and tested on irrelevant stimuli (purple) or vice versa (orange), specifically within the posterior and prefrontal regions of interest.

accountData curation for the adversarial testing of global neuronal workspace and integrated information theory was performed by L. Melloni, P.S., N.B. and T.B.

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claimThe paper 'Adversarial testing of global neuronal workspace and integrated information theory' involves challenging the Global Neuronal Workspace theory and Integrated Information Theory.

claimThe authors of the paper 'Adversarial testing of global neuronal workspace and integrated information theory' propose an alternative approach to advance cognitive neuroscience through principled, theory-driven, collaborative research.

Fame in the Brain—Global Workspace Theories of Consciousness psychologytoday.com Psychology Today Oct 28, 2023 1 fact

referenceMelloni, Mudrik, Pitts, et al. published an adversarial collaboration protocol in PLoS One in 2023, titled 'An adversarial collaboration protocol for testing contrasting predictions of global neuronal workspace and integrated information theory,' which aims to test the competing predictions of these two theories.

(PDF) Adversarial testing of global neuronal workspace and ... researchgate.net ResearchGate Apr 30, 2025 1 fact

claimThe authors of the Nature article 'Adversarial testing of global neuronal workspace and ...' conducted an open science adversarial collaboration that directly juxtaposes integrated information theory and global neuronal workspace theory.