{"dataset":{"id":"60933","dataset_id":"on005489","name":"Free Recall with Open-Loop Stimulation at Encoding","description":"This dataset contains intracranial EEG recordings and behavioral events from a delayed free recall task with open-loop electrical stimulation delivered during word encoding. Data were collected across multiple clinical sites in collaboration with the Computational Memory Lab at the University of Pennsylvania. Stimulation was applied to single electrodes in the hippocampus or entorhinal cortex during alternating two-word blocks in a subset of study lists, enabling investigation of stimulation effects on memory encoding.","owner_user_id":15,"status":"active","github_repo":"nemarDatasets/on005489","concept_doi":"10.82901/nemar.on005489","latest_version_doi":"10.82901/nemar.on005489.v1.0.0","created_at":"2026-06-27 05:01:44","updated_at":"2026-08-19 01:35:58","zenodo_concept_id":null,"is_sandbox":0,"visibility":"public","ezid_status":"public","enrichment_json":"{\n  \"version\": \"2.0\",\n  \"pipeline_stage\": \"enriched\",\n  \"title\": \"Free Recall with Open-Loop Stimulation at Encoding\",\n  \"description\": \"This dataset contains intracranial EEG recordings and behavioral events from a delayed free recall task with open-loop electrical stimulation delivered during word encoding. Data were collected across multiple clinical sites in collaboration with the Computational Memory Lab at the University of Pennsylvania. Stimulation was applied to single electrodes in the hippocampus or entorhinal cortex during alternating two-word blocks in a subset of study lists, enabling investigation of stimulation effects on memory encoding.\",\n  \"methods_description\": \"Participants studied visually presented word lists, performed arithmetic distractor tasks, and then freely recalled words. Open-loop electrical stimulation was delivered to a single electrode (hippocampus or entorhinal cortex) during encoding on 20 of 25 lists, targeting alternating two-word blocks, with stimulation starting 200 ms before word onset and lasting 4.6 seconds. iEEG recordings were collected in monopolar and bipolar configurations using Blackrock and Medtronic systems, with voltage scaling applied to standardize units.\",\n  \"license\": \"CC0\",\n  \"dataset_type\": \"raw\",\n  \"authors\": {\n    \"Haydn G. Herrema\": {},\n    \"Michael J. Kahana\": {}\n  },\n  \"keywords\": [\n    {\n      \"term\": \"intracranial EEG\"\n    },\n    {\n      \"term\": \"free recall\"\n    },\n    {\n      \"term\": \"electrical stimulation\"\n    },\n    {\n      \"term\": \"Hippocampus\",\n      \"subject_scheme\": \"MeSH\",\n      \"value_uri\": \"http://id.nlm.nih.gov/mesh/D006624\"\n    },\n    {\n      \"term\": \"Entorhinal Cortex\",\n      \"subject_scheme\": \"MeSH\",\n      \"value_uri\": \"http://id.nlm.nih.gov/mesh/D018728\"\n    },\n    {\n      \"term\": \"memory encoding\"\n    }\n  ],\n  \"related_identifiers\": [\n    {\n      \"identifier\": \"https://github.com/nemarDatasets/on005489\",\n      \"identifier_type\": \"URL\",\n      \"relation_type\": \"IsDescribedBy\"\n    },\n    {\n      \"identifier\": \"10.18112/openneuro.ds005489\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsVersionOf\"\n    },\n    {\n      \"identifier\": \"10.18112/openneuro.ds004789\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsVersionOf\"\n    },\n    {\n      \"identifier\": \"10.18112/openneuro.ds005489.v1.0.3\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsDerivedFrom\"\n    },\n    {\n      \"identifier\": \"https://nemar.org/dataset/on005489\",\n      \"identifier_type\": \"URL\",\n      \"relation_type\": \"IsDescribedBy\"\n    }\n  ],\n  \"funding_references\": [\n    {\n      \"funder_name\": \"DARPA\",\n      \"award_number\": \"N66001-14-2-4032\",\n      \"award_title\": \"RAM\"\n    }\n  ],\n  \"resource_type_general\": \"Dataset\",\n  \"resource_type_specific\": \"Neuroimaging Dataset\",\n  \"modalities\": [\n    \"beh\",\n    \"ieeg\"\n  ],\n  \"sizes\": [\n    \"69.7 GB (157 files)\"\n  ],\n  \"formats\": [\n    \".edf\",\n    \".json\",\n    \".md\",\n    \".tsv\",\n    \".txt\",\n    \".yml\"\n  ],\n  \"source_hash\": \"8e62937980ef27d04414d4a586c5156861dc8ce631d77753895fa99857c06f17\"\n}","last_activity_at":"2026-06-27 05:01:44","source":"openneuro","source_id":"ds005489","subject_count":38,"modalities":"beh,ieeg","age_min":19,"age_max":49,"file_size":69728768234,"total_files":1099,"tasks":"FR2","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.on005489-blue)](https://doi.org/10.82901/nemar.on005489)\n\n### Free Recall with Open-Loop Stimulation at Encoding\n\n#### Description\nThis dataset contains behavioral events and intracranial electrophysiological recordings from a delayed free recall task with open-loop stimulation at encoding.  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.  This dataset is an open-loop stimulation version of the [FR1](https://openneuro.org/datasets/ds004789) dataset.\n\nThis study contains open-loop electrical stimulation of the brain during encoding.  There is no stimulation during the distractor or retrieval phases.  Stimulation is delivered to a single electrode at a time, with locations chosen in the hippocampus and entorhinal cortex.  Stimulation parameters are included in the behavioral events tsv files, denoting the anode/cathode labels, amplitude, pulse frequency, pulse width, and pulse count.  \n\n20 of the 25 lists in a session are randomly assigned as stimulation lists.  On these lists, stimulation occurs on alternating two-word blocks, meaning 6 of the 12 words are presented with stimulation.  Stimulation starts 200 ms prior to the onset of the first word in the block and lasts for 4.6 seconds, ending 200-450 ms after the offset of the second word (depending on the inter-stimulus interval).  Half of the stimulation lists begin with a stimulation on pair and half begin with a stumulation off pair, but the order of these conditions is random.  A stimulation list that begins with a stimulation on pair would look as follows (with bold indicating stimulation):\n\n**1 - 2** | 3 - 4 | **5 - 6** | 7 - 8 | **9 - 10** | 11 - 12\n\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.\n* Recordings done with the Blackrock system are in units of 250 nV, while recordings done with the Medtronic system are estimated through testing to have units of 0.1 uV.  We have completed the scaling to provide 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":7,"publish_date":null,"embedding_dirty":0,"license_tier":"public","zarr_status":"ready","zarr_converted_at":"2026-08-15 16:38:00","zarr_store_count":152,"zarr_index_etag":"c56b0e2dad5ad9589ecffa61d21873fc","zarr_source_commit":"05675654a0d9384d1889d8a841d2230524b60788","archive_status":"ready","archive_size":54846415579,"archive_retry_count":0,"records_status":"ready","archive_skip_reason":null,"zarr_errors":2,"zarr_failure_count":2,"zarr_deterministic":1,"zarr_failed_at":"2026-08-15 16:38:00","num_dataset_citations":0,"num_datapaper_citations":0,"n_channels":null,"electrode_system":null,"has_hed":0,"hed_version":null,"is_exemplar":0,"bytes_present":69712507797,"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":490693.33999999997,"recording_duration_min":1554,"recording_duration_max":5879,"recording_count":154,"recordings_unavailable":2,"recordings_measured":152,"channel_count_min":14,"channel_count_max":177,"sampling_frequency":null,"power_line_frequency":null,"eeg_reference":null,"placement_scheme":null,"sweep_stamps":"{\"enrichment_updated_at\":\"2026-08-19 01:35:38\",\"metadata_updated_at\":\"2026-08-19 01:35:57\",\"archive_checked_at\":\"2026-06-27 05:48:04\",\"zarr_checked_at\":null,\"records_checked_at\":\"2026-06-27 05:12:15\",\"citations_updated_at\":null,\"channel_montage_checked_at\":\"2026-06-28 23:45:28\",\"hed_checked_at\":\"2026-06-30 05:18:29\",\"data_checked_at\":\"2026-08-21 03:00:21\",\"availability_report_at\":\"2026-07-23 01:24:46\",\"recording_stats_at\":\"2026-09-02 11:33:20\",\"signal_defaults_at\":\"2026-09-02 12:35:51\"}","participants":38,"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":"64.94 GB","zarr_data_failures":{"count":2,"detail_ref":"zarr/index.json","compacted_by":"migration_0074"},"zarr_index_url":"https://zarr.nemar.org/on005489/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}}