{"dataset":{"id":"61181","dataset_id":"on006629","name":"SINGSING","description":"This dataset contains simultaneous EEG and MEG recordings from twenty adult participants presented with harmonic complex sound (HCS) stimuli varying in frequency, in an auditory oddball paradigm. The study investigates pre-attentive pitch processing at both sensor and source levels, comparing EEG and MEG responses. Data acquisition was conducted at the MEG Centre, Timone Hospital, Marseille, France.","owner_user_id":15,"status":"active","github_repo":"nemarDatasets/on006629","concept_doi":"10.82901/nemar.on006629","latest_version_doi":"10.82901/nemar.on006629.v1.0.0","created_at":"2026-06-29 06:31:38","updated_at":"2026-08-19 00:29:30","zenodo_concept_id":null,"is_sandbox":0,"visibility":"public","ezid_status":"public","enrichment_json":"{\n  \"version\": \"2.0\",\n  \"pipeline_stage\": \"validated\",\n  \"title\": \"SINGSING\",\n  \"description\": \"This dataset contains simultaneous EEG and MEG recordings from twenty adult participants presented with harmonic complex sound (HCS) stimuli varying in frequency, in an auditory oddball paradigm. The study investigates pre-attentive pitch processing at both sensor and source levels, comparing EEG and MEG responses. Data acquisition was conducted at the MEG Centre, Timone Hospital, Marseille, France.\",\n  \"methods_description\": \"Twenty adult participants were presented with harmonic complex sound stimuli varying in frequency in an auditory oddball protocol, during simultaneous EEG and MEG recording.\",\n  \"license\": \"CC0\",\n  \"dataset_type\": \"raw\",\n  \"authors\": {\n    \"Valerie Chanoine\": {\n      \"orcid\": \"0000-0002-3492-8160\"\n    },\n    \"Jean-Michel Badier\": {\n      \"orcid\": \"0000-0002-7272-6455\"\n    },\n    \"Mireille Besson\": {\n      \"orcid\": \"0000-0002-9549-5274\"\n    },\n    \"Talya Inbar\": {}\n  },\n  \"keywords\": [\n    {\n      \"term\": \"EEG\"\n    },\n    {\n      \"term\": \"MEG\"\n    },\n    {\n      \"term\": \"auditory oddball paradigm\"\n    },\n    {\n      \"term\": \"Pitch Perception\",\n      \"subject_scheme\": \"MeSH\",\n      \"value_uri\": \"http://id.nlm.nih.gov/mesh/D010898\"\n    },\n    {\n      \"term\": \"harmonic complex sounds\"\n    },\n    {\n      \"term\": \"sensor and source level analysis\"\n    }\n  ],\n  \"related_identifiers\": [\n    {\n      \"identifier\": \"10.18112/openneuro.ds006629.v1.0.0\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsDerivedFrom\"\n    },\n    {\n      \"identifier\": \"https://github.com/nemarDatasets/on006629\",\n      \"identifier_type\": \"URL\",\n      \"relation_type\": \"IsDescribedBy\"\n    },\n    {\n      \"identifier\": \"https://nemar.org/dataset/on006629\",\n      \"identifier_type\": \"URL\",\n      \"relation_type\": \"IsDescribedBy\"\n    },\n    {\n      \"identifier\": \"10.1007/s10548-025-01147-6\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsDescribedBy\"\n    },\n    {\n      \"identifier\": \"10.21105/joss.01896\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"References\"\n    },\n    {\n      \"identifier\": \"10.1038/sdata.2018.110\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"References\"\n    },\n    {\n      \"identifier\": \"10.18112/openneuro.ds006629.v1.0.1\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsDerivedFrom\"\n    }\n  ],\n  \"funding_references\": [\n    {\n      \"funder_name\": \"Institute of Convergence ILCB (France 2030)\",\n      \"award_number\": \"ANR-16-CONV-0002\"\n    },\n    {\n      \"funder_name\": \"Excellence Initiative of Aix-Marseille University A*MIDEX\",\n      \"award_number\": \"ANR-11-IDEX-0001-02\"\n    }\n  ],\n  \"resource_type_general\": \"Dataset\",\n  \"resource_type_specific\": \"MEG Dataset\",\n  \"modalities\": [\n    \"meg\"\n  ],\n  \"sizes\": [\n    \"11.4 GB (39 files)\"\n  ],\n  \"formats\": [\n    \".fif\",\n    \".json\",\n    \".md\",\n    \".py\",\n    \".tsv\",\n    \".yml\"\n  ],\n  \"source_hash\": \"555160b75e015be07d1f1c427f213f1fa3c7d0b7701edb446b08516bf7799659\"\n}","last_activity_at":"2026-06-29 06:31:38","source":"openneuro","source_id":"ds006629","subject_count":19,"modalities":"meg","age_min":20,"age_max":27,"file_size":12055760208,"total_files":203,"tasks":"MMNHCS,noise","metadata_columns_error":null,"staleness_warn_stage":null,"staleness_admin_notified_at":null,"authors":"Valerie Chanoine, Jean-Michel Badier, Mireille Besson, Talya Inbar","license":"CC0","readme":"[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.on006629-blue)](https://doi.org/10.82901/nemar.on006629)\n\nWe presented twenty adult participants with harmonic complex sound (HCS) stimuli that varied in frequency in an auditory oddball protocol during simultaneous EEG and MEG recording (for details, see Inbar et al., 2025)\n\n\n\n\n\n\n\nReferences\n----------\n\nInbar, T.C., Badier, JM., Bénar, C. et al. Pre-attentive Pitch Processing of Harmonic Complex Sounds at Sensor and Source Levels: Comparing Simultaneously Recorded EEG and MEG Data. Brain Topogr 38, 71 (2025). https://doi.org/10.1007/s10548-025-01147-6\n\nAppelhoff, S., Sanderson, M., Brooks, T., Vliet, M., Quentin, R., Holdgraf, C., Chaumon, M., Mikulan, E., Tavabi, K., Höchenberger, R., Welke, D., Brunner, C., Rockhill, A., Larson, E., Gramfort, A. and Jas, M. (2019). MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis. Journal of Open Source Software 4: (1896).https://doi.org/10.21105/joss.01896file:///media/chanoine/My%20Passport/SINGSING/data/COMB/preproc/FIF/BIDS/dataset_description.json\n\n\nNiso, G., Gorgolewski, K. J., Bock, E., Brooks, T. L., Flandin, G., Gramfort, A., Henson, R. N., Jas, M., Litvak, V., Moreau, J., Oostenveld, R., Schoffelen, J., Tadel, F., Wexler, J., Baillet, S. (2018). MEG-BIDS, the brain imaging data structure extended to magnetoencephalography. 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