{"schema_version":"0.3.0","doc_type":"dataset","dataset_id":"on005178","name":"Ear-EEG Sleep Monitoring 2023 (EESM23)","description":"This dataset comprises overnight ear-EEG recordings from 10 healthy participants, collected between 2020 and 2022 as part of a study on ear-EEG based sleep monitoring. The first two recordings include simultaneous polysomnography (PSG) and ear-EEG measurements, while subsequent nights consist solely of ear-EEG recordings performed at the subjects' homes. The dataset is intended to support development and validation of ear-EEG as a wearable alternative to traditional PSG for sleep staging and monitoring.","source":"nemar","recording_modality":["EEG"],"bids_version":null,"license":"CC0","authors":[{"name":"Yousef Rezaei Tabar","name_type":"Personal"},{"name":"Kaare Mikkelsen","name_type":"Personal"},{"name":"Laura Birch","name_type":"Personal"},{"name":"Nelly Shenton","name_type":"Personal"},{"name":"Simon L Kappel","name_type":"Personal"},{"name":"Astrid R Bertelsen","name_type":"Personal"},{"name":"Reza Nikbakht","name_type":"Personal"},{"name":"Hans O Toft","name_type":"Personal"},{"name":"Chris H Henriksen","name_type":"Personal"},{"name":"Martin C Hemmsen","name_type":"Personal"},{"name":"Mike L Rank","name_type":"Personal"},{"name":"Marit Otto","name_type":"Personal"},{"name":"Preben Kidmose","name_type":"Personal"}],"keywords":[{"term":"EEG"},{"term":"Sleep","subject_scheme":"MeSH","value_uri":"http://id.nlm.nih.gov/mesh/D012890"},{"term":"Polysomnography","subject_scheme":"MeSH","value_uri":"http://id.nlm.nih.gov/mesh/D017286"},{"term":"ear-EEG"},{"term":"sleep monitoring"},{"term":"wearable sensors"}],"related_identifiers":[{"identifier":"https://github.com/nemarDatasets/on005178","identifier_type":"URL","relation_type":"IsDescribedBy"},{"identifier":"10.18112/openneuro.ds005178","identifier_type":"DOI","relation_type":"IsVersionOf"},{"identifier":"10.18112/openneuro.ds005178.v1.0.0","identifier_type":"DOI","relation_type":"IsDerivedFrom"},{"identifier":"https://nemar.org/dataset/on005178","identifier_type":"URL","relation_type":"IsDescribedBy"}],"contributors":[],"dates":[],"rights":[{"rights":"CC0","rights_uri":null,"rights_identifier":"CC0","rights_identifier_scheme":"SPDX"}],"language":null,"funding":[],"tasks":["sleep","video"],"datatypes":["eeg"],"sessions":["001","002","003","004","005","006","007","008","009","010","011","012"],"sessions_count":12,"demographics":{"subjects_count":10,"age_min":null,"age_max":null},"data_summary":{"total_files":1248,"size_bytes":95114414257,"size_human":"88.6 GB"},"provenance":{"latest_snapshot":"v1.0.0","publish_date":"2026-06-26 13:11:25"},"external_links":{"dataset_doi":"10.82901/nemar.on005178","github_url":"https://github.com/nemarDatasets/on005178"},"extensions":{"nemar":{"versions":[{"version":"v1.0.0","doi":"10.82901/nemar.on005178.v1.0.0","created_at":"2026-06-26 13:11:25","manifest_url":"/on005178/v1.0.0/manifest.json"}],"bids_index":{"version":"v1.0.0","subjects":{"sub-001":{"sessions":["001","002","003","004","005","006","007","008","009","010","011","012"],"modalities":{"eeg":{"tasks":{"sleep":{"runs":[]}}}}},"sub-002":{"sessions":["001","002","003","004","005","006","007","008","009","010","011","012"],"modalities":{"eeg":{"tasks":{"sleep":{"runs":[]}}}}},"sub-003":{"sessions":["001","002","003","004","005","006","007","008","009","010","011","012"],"modalities":{"eeg":{"tasks":{"sleep":{"runs":[]}}}}},"sub-004":{"sessions":["001","002","003","004","005","006","007","008","009","010","011","012"],"modalities":{"eeg":{"tasks":{"sleep":{"runs":[]}}}}},"sub-005":{"sessions":["001","002","003","004","005","006","007","008","009","010","011","012"],"modalities":{"eeg":{"tasks":{"sleep":{"runs":[]}}}}},"sub-006":{"sessions":["001","002","003","004","005","006","007","008","009","010","011","012"],"modalities":{"eeg":{"tasks":{"sleep":{"runs":[]}}}}},"sub-007":{"sessions":["001","002","003","004","005","006","007","008","009","010","011","012"],"modalities":{"eeg":{"tasks":{"sleep":{"runs":[]}}}}},"sub-008":{"sessions":["001","002","003","004","005","006","007","008","009","010","011","012"],"modalities":{"eeg":{"tasks":{"sleep":{"runs":[]}}}}},"sub-009":{"sessions":["001","002","003","004","005","006","007","008","009","010","011","012"],"modalities":{"eeg":{"tasks":{"sleep":{"runs":[]}}}}},"sub-010":{"sessions":["001","002","003","004","005","006","007","008","009","010","011","012"],"modalities":{"eeg":{"tasks":{"sleep":{"runs":[]}}}}}}},"pipeline_stage":"validated","data_complete":1,"bytes_present":95113688863}}}