metadata.yaml

about: []
access:
- schemaKey: AccessRequirements
  status: dandi:OpenAccess
assetsSummary:
  approach:
  - name: electrophysiological approach
    schemaKey: ApproachType
  dataStandard:
  - identifier: RRID:SCR_015242
    name: Neurodata Without Borders (NWB)
    schemaKey: StandardsType
  measurementTechnique:
  - name: spike sorting technique
    schemaKey: MeasurementTechniqueType
  numberOfBytes: 102258934
  numberOfFiles: 40
  numberOfSubjects: 3
  schemaKey: AssetsSummary
  species:
  - identifier: http://purl.obolibrary.org/obo/NCBITaxon_9606
    name: Homo sapiens - Human
    schemaKey: SpeciesType
  variableMeasured:
  - Units
citation: 'Ye, Joel; Jennifer L. Collinger; Robert Gaunt (2024) FALCON Benchmark H1:
  Human 7DoF Reach and Grasp Motor BCI (Version draft) [Data set]. DANDI archive.
  https://dandiarchive.org/dandiset/000954/draft'
contributor:
- affiliation: []
  email: joelye9@gmail.com
  identifier: 0000-0002-1149-6035
  includeInCitation: true
  name: Ye, Joel
  roleName:
  - dcite:ContactPerson
  - dcite:DataCurator
  schemaKey: Person
- identifier: 0000-0002-4517-5395
  includeInCitation: true
  name: Jennifer L. Collinger
  roleName:
  - dcite:ContactPerson
  schemaKey: Person
- email: rag53@pitt.edu
  includeInCitation: true
  name: Robert Gaunt
  roleName:
  - dcite:Supervision
  schemaKey: Person
dateCreated: '2024-04-02T05:00:25.799442+00:00'
description: "The dataset contains neural activity from a period of open loop calibration
  from a human participant with an intracortical brain computer interface. This data
  was collected under an Investigational\nDevice Exemption from the Food and Drug
  Administration and approved by the Institutional Review Board at the University
  of Pittsburgh (Pittsburgh, Pennsylvania), registered at ClinicalTrials.gov (NCT01894802).
  The clinical trial is an early feasibility study with a primary outcome of evaluating
  the safety of an intracortical brain\u2013computer interface for long-term neural
  recording and stimulation. Data was recorded from two 96-channel intracortical electrode
  arrays in the hand \"knob\" area . The 7DoF are: 3D endpoint translation (x,y,z)
  1D orientation (roll), and 3D grasp (flex/ext of thumb, index, ring, flex/ext of
  ring/pinky, thumb abduction).\nOn each trial, audiovisual cues indicated to the
  participant to attempt a particular reach or grasp involving a combination of the
  listed degrees of freedom.\n\nThis dataset is part of the FALCON benchmark: https://snel-repo.github.io/falcon.
  The datafile contains the following data in the acquisition fields: 7D kinematics
  (`OpenLoopKinematics`), trial numbers (`TrialNum`), and metadata for FALCON evaluation
  (`eval_mask`, `Blacklist`). The datafile also contains multi-unit spiking activity
  in the `units` field.\n\nAs part of the FALCON challenge, dataset files are released
  in three ways. The held-in-calib data includes many trials of data intended for
  calibration of decoders in the FALCON challenge. The held-in-minival data is a small
  subset of the held-in-calib data intended for FALCON models to validate submission
  format. Lastly, held-out-calib data are separate sessions of data from held-in-calib,
  but have much fewer trials, intended to be used for few-shot recalibration. Please
  bear in mind these factors if making use of this dataset for purposes outside of
  the FALCON Benchmark. Each dataset split is considered one \"subject\" by the DANDI
  repository; only data from one iBCI participant is included.\n\nBy downloading this
  dataset, you are agreeing to terms of the following Data Use Agreement:\n- I will
  receive access to de-identified data and will not attempt to establish the identity
  of or attempt to contact any of the subjects.\n- I will not attempt to make direct
  contact with PIs, affiliated data partner PIs, or staff at sites concerning the
  specific results of individual subjects. Data partner PIs may be contacted about
  potential collaboration opportunities.\n- I will not further disclose these data
  beyond the uses outlined in this agreement and my data use application and understand
  that redistribution of data in any manner is prohibited.\n- I will require anyone
  on my team who utilizes these data or anyone with whom I share these data to comply
  with this Data Use Agreement.\n\n"
ethicsApproval:
- contactPoint:
    schemaKey: ContactPoint
  identifier: ClinicalTrials.gov (NCT01894802)
  schemaKey: EthicsApproval
id: DANDI:000954/draft
identifier: DANDI:000954
keywords: []
license:
- spdx:CC-BY-4.0
manifestLocation:
- https://api.dandiarchive.org/api/dandisets/000954/versions/draft/assets/
name: 'FALCON Benchmark H1: Human 7DoF Reach and Grasp Motor BCI'
protocol: []
relatedResource:
- identifier: 10.1016/S0140-6736(12)61816-9
  name: "Ten-dimensional anthropomorphic arm control in a human brain\u2212machine
    interface: difficulties, solutions, and limitations"
  relation: dcite:IsDescribedBy
  resourceType: dcite:JournalArticle
  schemaKey: Resource
  url: https://iopscience.iop.org/article/10.1088/1741-2560/12/1/016011#jne505388f1
- identifier: 10.1016/S0140-6736(12)61816-9
  name: High-performance neuroprosthetic control by an individual with tetraplegia
  relation: dcite:IsDescribedBy
  resourceType: dcite:JournalArticle
  schemaKey: Resource
  url: https://pubmed.ncbi.nlm.nih.gov/23253623/
- identifier: 10.1126/science.abd0380
  name: A brain-computer interface that evokes tactile sensations improves robotic
    arm control
  relation: dcite:IsDescribedBy
  repository: ''
  resourceType: dcite:JournalArticle
  schemaKey: Resource
  url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8715714/
repository: https://dandiarchive.org
schemaKey: Dandiset
schemaVersion: 0.6.7
studyTarget: []
url: https://dandiarchive.org/dandiset/000954/draft
version: draft
wasGeneratedBy: []