{"dataset":{"id":"60750","dataset_id":"on005406","name":"EEG frequency tagging reveals the integration of dissimilar observed actions","description":"This dataset contains EEG recordings from a frequency-tagging study investigating how the brain integrates observed actions that are visually or semantically dissimilar. Participants viewed action stimuli tagged at distinct frequencies while neural responses were recorded to examine integration effects in the frequency domain. The data are organized according to the BIDS-EEG standard.","owner_user_id":15,"status":"active","github_repo":"nemarDatasets/on005406","concept_doi":"10.82901/nemar.on005406","latest_version_doi":"10.82901/nemar.on005406.v1.0.0","created_at":"2026-06-27 00:31:40","updated_at":"2026-08-19 01:43:21","zenodo_concept_id":null,"is_sandbox":0,"visibility":"public","ezid_status":"public","enrichment_json":"{\n  \"version\": \"2.0\",\n  \"pipeline_stage\": \"validated\",\n  \"title\": \"EEG frequency tagging reveals the integration of dissimilar observed actions\",\n  \"description\": \"This dataset contains EEG recordings from a frequency-tagging study investigating how the brain integrates observed actions that are visually or semantically dissimilar. Participants viewed action stimuli tagged at distinct frequencies while neural responses were recorded to examine integration effects in the frequency domain. The data are organized according to the BIDS-EEG standard.\",\n  \"license\": \"CC0\",\n  \"dataset_type\": \"raw\",\n  \"authors\": {\n    \"Silvia Formica\": {},\n    \"Anna Chaiken\": {},\n    \"Jan R. Wiersema\": {},\n    \"Emiel Cracco\": {}\n  },\n  \"keywords\": [\n    {\n      \"term\": \"EEG\"\n    },\n    {\n      \"term\": \"frequency tagging\"\n    },\n    {\n      \"term\": \"action observation\"\n    },\n    {\n      \"term\": \"Visual Perception\",\n      \"subject_scheme\": \"MeSH\",\n      \"value_uri\": \"http://id.nlm.nih.gov/mesh/D014796\"\n    },\n    {\n      \"term\": \"social cognition\"\n    }\n  ],\n  \"related_identifiers\": [\n    {\n      \"identifier\": \"https://github.com/nemarDatasets/on005406\",\n      \"identifier_type\": \"URL\",\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/s41597-019-0104-8\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"References\"\n    },\n    {\n      \"identifier\": \"10.18112/openneuro.ds005406.v1.0.0\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsDerivedFrom\"\n    },\n    {\n      \"identifier\": \"https://nemar.org/dataset/on005406\",\n      \"identifier_type\": \"URL\",\n      \"relation_type\": \"IsDescribedBy\"\n    }\n  ],\n  \"resource_type_general\": \"Dataset\",\n  \"resource_type_specific\": \"EEG Dataset\",\n  \"modalities\": [\n    \"eeg\"\n  ],\n  \"sizes\": [\n    \"14.2 GB (88 files)\"\n  ],\n  \"formats\": [\n    \".eeg\",\n    \".json\",\n    \".md\",\n    \".tsv\",\n    \".vhdr\",\n    \".vmrk\",\n    \".yml\"\n  ],\n  \"source_hash\": \"10dbb3b8cbed44f553ce0d23163debf8a78b4fda1f7b91861804283eb3463c19\"\n}","last_activity_at":"2026-06-27 00:31:40","source":"openneuro","source_id":"ds005406","subject_count":29,"modalities":"eeg","age_min":null,"age_max":null,"file_size":14241907374,"total_files":299,"tasks":"FTdiss","metadata_columns_error":null,"staleness_warn_stage":null,"staleness_admin_notified_at":null,"authors":"Silvia Formica, Anna Chaiken, Jan R. Wiersema, Emiel Cracco","license":"CC0","readme":"[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.on005406-blue)](https://doi.org/10.82901/nemar.on005406)\n\nReferences\r\n----------\r\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.01896\r\n\r\nPernet, C. R., Appelhoff, S., Gorgolewski, K. J., Flandin, G., Phillips, C., Delorme, A., Oostenveld, R. (2019). EEG-BIDS, an extension to the brain imaging data structure for electroencephalography. Scientific Data, 6, 103.https://doi.org/10.1038/s41597-019-0104-8\r\n\r\n","bids_version":"1.7.0","sessions_count":null,"publish_date":null,"embedding_dirty":0,"license_tier":"public","zarr_status":"ready","zarr_converted_at":"2026-08-16 16:32:19","zarr_store_count":29,"zarr_index_etag":"3971a15302fb8694d301eb44fd986453","zarr_source_commit":"26358aa6a29dfa62ae8da2d6ba28fad3fd1c01d2","archive_status":"ready","archive_size":12682035421,"archive_retry_count":0,"records_status":"ready","archive_skip_reason":null,"zarr_errors":0,"zarr_failure_count":0,"zarr_deterministic":0,"zarr_failed_at":null,"num_dataset_citations":0,"num_datapaper_citations":0,"n_channels":63,"electrode_system":"10-05","has_hed":0,"hed_version":null,"is_exemplar":0,"bytes_present":14241521623,"data_complete":1,"withdrawn_at":null,"withdrawn_reason":null,"archive_complete":null,"archive_absent_files":null,"archive_declared_files":null,"zarr_pool_breaks":null,"total_recording_duration":55628.98400000001,"recording_duration_min":1470.464,"recording_duration_max":2371.26,"recording_count":29,"recordings_unavailable":0,"recordings_measured":29,"channel_count_min":64,"channel_count_max":64,"sampling_frequency":1000,"power_line_frequency":50,"eeg_reference":null,"placement_scheme":"based on the extended 10/20 system","sweep_stamps":"{\"enrichment_updated_at\":\"2026-08-19 01:43:02\",\"metadata_updated_at\":\"2026-08-19 01:43:20\",\"archive_checked_at\":\"2026-06-27 00:47:30\",\"zarr_checked_at\":null,\"records_checked_at\":\"2026-06-27 00:39:44\",\"citations_updated_at\":null,\"channel_montage_checked_at\":\"2026-06-28 23:42:35\",\"hed_checked_at\":\"2026-06-30 05:17:01\",\"data_checked_at\":\"2026-08-21 03:00:05\",\"availability_report_at\":\"2026-07-23 01:24:16\",\"recording_stats_at\":\"2026-09-02 11:33:17\",\"signal_defaults_at\":\"2026-09-02 12:34:37\"}","participants":29,"num_citations":0,"latest_version":"v1.0.0","zarr_verify_status":null,"zarr_verified_at":null,"owner_username":"nemarAdmin","owner_github":"nemarAdmin","file_size_formatted":"13.26 GB","zarr_data_failures":null,"zarr_index_url":"https://zarr.nemar.org/on005406/zarr/index.json","attestation_deposit_type":null,"attestation_key_status":null,"attestation_deidentified":null,"attestation_no_duplicate":null,"attestation_upstream_source":null,"attestation_accepted_at":null}}