المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Model-derived_predictions_for_standard_and_deviant_stimuli_/13695686

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.s004

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Schematic_of_the_hierarchical_approach_to_family-wise_Bayesian_model_selection_/13695692

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.s005

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Estimated_emission_probabilities_and_latent_regime_inference_of_the_hidden_Markov_model_/13695683

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.s003

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Non-hierarchical_family-wise_Bayesian_model_selection_/13695695

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.s006

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Model_recovery_study_/13695698

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.s007

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Additional_random_effects_family-wise_comparisons_/13695704

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.s009

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Expected_posterior_probabilities_of_hierarchical_Bayesian_model-selection_/13695701

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.s008

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Dirichlet-Categorical_model_as_a_graphical_model_/13695713

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.g002

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Event-related_potentials_/13695725

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.g006

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Surprise_readouts_/13695722

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.g005

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Modeling_results_in_source_space_with_best_fitting_forgetting-parameter_values_/13695740

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.g011

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/Grand_average_waveforms_of_EEG_dipole_projections_/13695734

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.g009

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/figure/EEG_source_model_/13695731

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.g008

المؤلفون: Sam Gijsen (10074341), Miro Grundei (10074344), Robert T. Lange (10074347), Dirk Ostwald (174069), Felix Blankenburg (61607)

مصطلحات موضوعية: Cell Biology, Neuroscience, Physiology, Sociology, Mental Health, Biological Sciences not elsewhere classified, Neural surprise, 40 participants, EEG data, surprise signatures, somatosensory cortices, somatosensory cortex, somatosensory processing, 140 ms, Bayesian principles, 70 ms post-stimulus onset, findings support, source space, peri-stimulus time, somatosensory Bayesian, single-trial modeling, confidence-corrected surprise, Bayesian surprise encoding, Bayesian model selection procedure, generative model, model inadequacy, somatosensory roving-stimulus paradigm, surprise signals

Relation: https://figshare.com/articles/dataset/Data-generating_process_/13695743

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008068.t001