{"dataset":{"id":"53732","dataset_id":"on003638","name":"EEG: Electrophysiological biomarkers of behavioral dimensions \nfrom cross-species paradigms","description":"This dataset comprises electrophysiological recordings from 57 human subjects performing three different behavioral tasks designed to identify cross-species electrophysiological biomarkers of behavioral dimensions. The study integrates human EEG data with complementary mouse neurophysiology to establish translational biomarkers of behavior, with data collection occurring between 2014-2016 and analysis between 2015-2021.","owner_user_id":15,"status":"active","github_repo":"nemarDatasets/on003638","concept_doi":"10.82901/nemar.on003638","latest_version_doi":"10.82901/nemar.on003638.v1.0.0","created_at":"2026-06-22 08:31:20","updated_at":"2026-07-10 22:17:57","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: Electrophysiological biomarkers of behavioral dimensions \\nfrom cross-species paradigms\",\n  \"description\": \"This dataset comprises electrophysiological recordings from 57 human subjects performing three different behavioral tasks designed to identify cross-species electrophysiological biomarkers of behavioral dimensions. The study integrates human EEG data with complementary mouse neurophysiology to establish translational biomarkers of behavior, with data collection occurring between 2014-2016 and analysis between 2015-2021.\",\n  \"methods_description\": \"EEG data were collected from 57 human subjects performing three different tasks. Trigger signals were encoded as odd binary recombinations and subsequently translated to 0-255 values using custom MATLAB scripts. Data collection was conducted in San Diego, California.\",\n  \"license\": \"CC0\",\n  \"dataset_type\": \"raw\",\n  \"authors\": {\n    \"James F Cavanagh\": {},\n    \"Greg Light\": {},\n    \"Neal Swerdlow\": {},\n    \"Jonathan Brigman\": {},\n    \"Jared Young\": {}\n  },\n  \"keywords\": [\n    {\n      \"term\": \"EEG\"\n    },\n    {\n      \"term\": \"Electrophysiology\",\n      \"subject_scheme\": \"MeSH\",\n      \"value_uri\": \"http://id.nlm.nih.gov/mesh/D004594\"\n    },\n    {\n      \"term\": \"biomarkers\"\n    },\n    {\n      \"term\": \"behavioral dimensions\"\n    },\n    {\n      \"term\": \"cross-species\"\n    },\n    {\n      \"term\": \"translational neuroscience\"\n    }\n  ],\n  \"related_identifiers\": [\n    {\n      \"identifier\": \"https://github.com/nemarDatasets/on003638\",\n      \"identifier_type\": \"URL\",\n      \"relation_type\": \"IsDescribedBy\"\n    },\n    {\n      \"identifier\": \"https://nemar.org/dataexplorer/detail?dataset_id=on003638\",\n      \"identifier_type\": \"URL\",\n      \"relation_type\": \"IsDescribedBy\"\n    },\n    {\n      \"identifier\": \"10.1038/s41398-021-01562-w\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsDescribedBy\"\n    },\n    {\n      \"identifier\": \"10.18112/openneuro.ds003638.v1.0.0\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsDerivedFrom\"\n    }\n  ],\n  \"resource_type_specific\": \"EEG Dataset\",\n  \"modalities\": [\n    \"eeg\"\n  ],\n  \"sizes\": [\n    \"17.5 GB (447 files)\"\n  ],\n  \"formats\": [\n    \".bdf\",\n    \".csv\",\n    \".gitattributes\",\n    \".json\",\n    \".m\",\n    \".mat\",\n    \".md\",\n    \".tsv\",\n    \".txt\",\n    \".xlsx\",\n    \".yml\"\n  ],\n  \"source_hash\": \"d26eec6f78ae341b1919652ee76cee6bc96dc2442d094a687e013229ee9c7b22\"\n}","last_activity_at":"2026-06-22 08:31:20","source":"openneuro","source_id":"ds003638","subject_count":57,"modalities":"eeg","age_min":18,"age_max":35,"file_size":17516112402,"total_files":798,"tasks":"5CCPTPSTPRBP","metadata_columns_error":null,"staleness_warn_stage":null,"staleness_admin_notified_at":null,"authors":"James F Cavanagh, Greg Light, Neal Swerdlow, Jonathan Brigman, Jared Young","license":"CC0","readme":"[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.on003638-blue)](https://doi.org/10.82901/nemar.on003638)\n\nThree different tasks.   From: \"Electrophysiological biomarkers of behavioral dimensions from cross-species paradigms\"   N=57 humans.   Also has mouse data in code folder.   Triggers were odd binary recombinations that were re-translated into 0-255 in Matlab.   See .m scripts and Trigger Translator.xlsData collected circa 2014-2016 in San Diego.  Data analyzed circa 2015-2021 in New Mexico.   - James F Cavanagh 04/19/2021","bids_version":"1.1.1","sessions_count":null,"publish_date":null,"embedding_dirty":0,"license_tier":"public","zarr_status":"ready","zarr_converted_at":"2026-09-08 09:13:44","zarr_store_count":57,"zarr_index_etag":"46b9b6778af4dd47d380bec373309949","zarr_source_commit":"5f34307c912fe12e05c575cf337f025a3a5bbc09","archive_status":"ready","archive_size":13622378940,"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":1,"num_datapaper_citations":33,"n_channels":64,"electrode_system":"10-10","has_hed":0,"hed_version":null,"is_exemplar":0,"bytes_present":17507139161,"data_complete":1,"withdrawn_at":null,"withdrawn_reason":null,"archive_complete":null,"archive_absent_files":null,"archive_declared_files":null,"zarr_pool_breaks":0,"total_recording_duration":146151,"recording_duration_min":2063,"recording_duration_max":3005,"recording_count":57,"recordings_unavailable":0,"recordings_measured":57,"channel_count_min":73,"channel_count_max":73,"sampling_frequency":512,"power_line_frequency":60,"eeg_reference":"CMS/DRL","placement_scheme":null,"sweep_stamps":"{\"enrichment_updated_at\":\"2026-06-22 08:39:49\",\"metadata_updated_at\":\"2026-06-22 08:39:59\",\"archive_checked_at\":\"2026-06-22 08:51:31\",\"zarr_checked_at\":null,\"records_checked_at\":\"2026-06-22 08:41:25\",\"citations_updated_at\":\"2026-09-08 03:00:48\",\"channel_montage_checked_at\":\"2026-06-28 23:13:44\",\"hed_checked_at\":\"2026-06-30 04:45:21\",\"data_checked_at\":\"2026-08-02 03:01:05\",\"availability_report_at\":\"2026-07-23 01:14:38\",\"signal_defaults_at\":\"2026-09-02 12:01:31\"}","participants":57,"num_citations":34,"latest_version":"v1.0.0","zarr_verify_status":null,"zarr_verified_at":null,"owner_username":"nemarAdmin","owner_github":"nemarAdmin","file_size_formatted":"16.31 GB","zarr_data_failures":null,"zarr_index_url":"https://zarr.nemar.org/on003638/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}}