{"dataset":{"id":"59026","dataset_id":"on004809","name":"Categorized Free Recall: Delayed Free Recall of Word Lists Organized by Semantic Categories","description":"This dataset comprises behavioral events and intracranial electrophysiological recordings from a categorized free recall task conducted across multiple clinical sites. Participants studied semantically organized word lists (12 items from 3 categories with paired exemplars), performed a distractor task, and freely recalled the words. The dataset includes monopolar and bipolar iEEG recordings with electrode localization information, supporting investigations of memory encoding and retrieval processes.","owner_user_id":15,"status":"active","github_repo":"nemarDatasets/on004809","concept_doi":"10.82901/nemar.on004809","latest_version_doi":"10.82901/nemar.on004809.v1.0.0","created_at":"2026-06-25 14:31:57","updated_at":"2026-07-10 22:39:05","zenodo_concept_id":null,"is_sandbox":0,"visibility":"public","ezid_status":"public","enrichment_json":"{\n  \"version\": \"2.0\",\n  \"pipeline_stage\": \"enriched\",\n  \"title\": \"Categorized Free Recall: Delayed Free Recall of Word Lists Organized by Semantic Categories\",\n  \"description\": \"This dataset comprises behavioral events and intracranial electrophysiological recordings from a categorized free recall task conducted across multiple clinical sites. Participants studied semantically organized word lists (12 items from 3 categories with paired exemplars), performed a distractor task, and freely recalled the words. The dataset includes monopolar and bipolar iEEG recordings with electrode localization information, supporting investigations of memory encoding and retrieval processes.\",\n  \"methods_description\": \"Participants studied visually presented word lists organized into semantic categories (12 items per list, 6 pairs from 3 different categories), completed arithmetic distractor tasks, and performed free recall. Intracranial EEG recordings were acquired using multiple systems and standardized to voltage units (V). Monopolar recordings were referenced (typically mastoid) and bipolar recordings followed paired electrode schemes. MNI and Talairach coordinates with brain region annotations are provided for each subject's unique electrode montage.\",\n  \"license\": \"CC0\",\n  \"dataset_type\": \"raw\",\n  \"authors\": {\n    \"Haydn G. Herrema\": {},\n    \"Michael J. Kahana\": {}\n  },\n  \"keywords\": [\n    {\n      \"term\": \"free recall\"\n    },\n    {\n      \"term\": \"intracranial EEG\"\n    },\n    {\n      \"term\": \"semantic memory\"\n    },\n    {\n      \"term\": \"memory encoding\"\n    },\n    {\n      \"term\": \"electrophysiology\"\n    },\n    {\n      \"term\": \"categorized word lists\"\n    },\n    {\n      \"term\": \"semantic categories\"\n    },\n    {\n      \"term\": \"distractor task\"\n    },\n    {\n      \"term\": \"electrode localization\"\n    },\n    {\n      \"term\": \"brain mapping\"\n    },\n    {\n      \"term\": \"multi-site collaboration\"\n    }\n  ],\n  \"related_identifiers\": [\n    {\n      \"identifier\": \"https://github.com/nemarDatasets/on004809\",\n      \"identifier_type\": \"URL\",\n      \"relation_type\": \"IsDescribedBy\"\n    },\n    {\n      \"identifier\": \"https://nemar.org/dataexplorer/detail?dataset_id=on004809\",\n      \"identifier_type\": \"URL\",\n      \"relation_type\": \"IsDescribedBy\"\n    },\n    {\n      \"identifier\": \"10.18112/openneuro.ds004809\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsVersionOf\"\n    },\n    {\n      \"identifier\": \"10.18112/openneuro.ds004809.v2.2.0\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsDerivedFrom\"\n    }\n  ],\n  \"funding_references\": [\n    {\n      \"funder_name\": \"DARPA\",\n      \"award_number\": \"N66001-14-2-4032\",\n      \"award_title\": \"RAM\"\n    },\n    {\n      \"funder_name\": \"NIH\",\n      \"award_number\": \"R01-NS-106611\"\n    },\n    {\n      \"funder_name\": \"NIH\",\n      \"award_number\": \"U01-NS-113198\"\n    }\n  ],\n  \"resource_type_general\": \"Dataset\",\n  \"resource_type_specific\": \"Neuroimaging Dataset\",\n  \"modalities\": [\n    \"beh\",\n    \"ieeg\"\n  ],\n  \"sizes\": [\n    \"512.3 GB (892 files)\"\n  ],\n  \"formats\": [\n    \".edf\",\n    \".json\",\n    \".md\",\n    \".tsv\",\n    \".txt\",\n    \".yml\"\n  ],\n  \"source_hash\": \"504cf9df09413e96565f915517aa7abc47ff76b3b1ad7b91101d8c426d673ef5\"\n}","last_activity_at":"2026-06-25 14:31:57","source":"openneuro","source_id":"ds004809","subject_count":258,"modalities":"beh,ieeg","age_min":18,"age_max":65,"file_size":512365839312,"total_files":7230,"tasks":"catFR1","metadata_columns_error":null,"staleness_warn_stage":null,"staleness_admin_notified_at":null,"authors":"Haydn G. Herrema, Michael J. Kahana","license":"CC0","readme":"[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.on004809-blue)](https://doi.org/10.82901/nemar.on004809)\n\n### Categorized Free Recall: Delayed Free Recall of Word Lists Organized by Semantic Categories\n\n#### Description\nThis dataset contains behavioral events and intracranial electrophysiological recordings from a categorized free recall task.  The experiment consists of participants studying a list of words, presented visually one at a time, completing simple arithmetic problems that function as a distractor, and then freely recalling the words from the just-presented list in any order.  The data was collected at clinical sites across the country as part of a collaboration with the Computational Memory Lab at the University of Pennsylvania.\n\nUnique to this paradigm is the semantic construction of the word lists.  Each word comes from one of 25 semantic categories, and each list of 12 items contains 6 pairs of same-category words from 3 different categories.  This means that each list has 4 words from 3 semantic categories, and in each half of the list there will be 1 pair of words from each category.  For example, if a list contains words from categories A, B, and C, a possible list construction would be: \n\n**A1 - A2 - B1 - B2 - C1 - C2 - A3 - A4 - C3 - C4 - B3 - B4**\n\n#### To Note\n* The iEEG recordings are labeled either \"monopolar\" or \"bipolar.\"  The monopolar recordings are referenced (typically a mastoid reference), but should always be re-referenced before analysis.  The bipolar recordings are referenced according to a paired scheme indicated by the accompanying bipolar channels tables.\n* Each subject has a unique montage of electrode locations.  MNI and Talairach coordinates are provided when available, along with brain region annotations.\n* Recordings were made on multiple different systems, so we have done the scaling to provide all voltage values in V.\n\n#### Contact\nFor questions or inquiries, please contact sas-kahana-sysadmin@sas.upenn.edu.","bids_version":"1.7.0","sessions_count":10,"publish_date":null,"embedding_dirty":0,"license_tier":"public","zarr_status":"ready","zarr_converted_at":"2026-08-09 22:26:45","zarr_store_count":889,"zarr_index_etag":"f4c4280b220052b6b81939a953d5e9f8","zarr_source_commit":"ba9f36995f77b8b2c8c32a74816fe260f00c0095","archive_status":null,"archive_size":null,"archive_retry_count":0,"records_status":"ready","archive_skip_reason":"dataset 477.2 GB exceeds 100.0 GB archive limit; use direct download","zarr_errors":0,"zarr_failure_count":0,"zarr_deterministic":0,"zarr_failed_at":null,"num_dataset_citations":1,"num_datapaper_citations":0,"n_channels":null,"electrode_system":null,"has_hed":0,"hed_version":null,"is_exemplar":0,"bytes_present":512269898209,"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":2071494.37,"recording_duration_min":390,"recording_duration_max":28433.02,"recording_count":889,"recordings_unavailable":0,"recordings_measured":889,"channel_count_min":14,"channel_count_max":251,"sampling_frequency":null,"power_line_frequency":null,"eeg_reference":null,"placement_scheme":null,"sweep_stamps":"{\"enrichment_updated_at\":\"2026-06-25 14:59:46\",\"metadata_updated_at\":\"2026-06-25 15:00:03\",\"archive_checked_at\":\"2026-06-25 15:00:58\",\"zarr_checked_at\":null,\"records_checked_at\":\"2026-06-25 15:01:54\",\"citations_updated_at\":\"2026-09-08 03:00:52\",\"channel_montage_checked_at\":\"2026-06-28 23:33:38\",\"hed_checked_at\":\"2026-06-30 05:06:37\",\"data_checked_at\":\"2026-08-15 03:00:24\",\"availability_report_at\":\"2026-07-23 01:21:02\",\"recording_stats_at\":\"2026-09-02 11:32:58\",\"signal_defaults_at\":\"2026-09-02 12:20:48\"}","participants":258,"num_citations":1,"latest_version":"v1.0.0","zarr_verify_status":null,"zarr_verified_at":null,"owner_username":"nemarAdmin","owner_github":"nemarAdmin","file_size_formatted":"477 GB","zarr_data_failures":null,"zarr_index_url":"https://zarr.nemar.org/on004809/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}}