Human Neural State Model Data with Pupil and fMRI Measurements

Aggregating functional MRI and pupil diameter measurements from a human study investigating neuromodulatory control of entropy in neural state models. The data was authored by Timothy H. Muller and published via Dryad in 2020 under a CC0 1.0 license.

Use Cases

• Analyze the relationship between pupil diameter measurements and entropy changes in neural state models.
• Investigate multivariate fMRI patterns in medial orbitofrontal cortex as they relate to model uncertainty.
• Examine anterior cingulate cortex activity as a predictor for pupil diameter, a proxy for neuromodulatory state.
• Study the neural encoding of environmental state uncertainty in human participants.

Strengths

• Data is associated with a peer-reviewed scientific publication on a specific neuroscience hypothesis.
• Dataset is openly available under a permissive CC0 1.0 public domain license.
• Includes multimodal measurements (fMRI and pupil diameter) for correlative analysis.

Limitations

• The specific data structure, column names, row count, and file formats are unknown from the provided input.
• Sample size and demographic details of the human participants are not specified.
• Data is from a single study published in 2020 and may not be updated.

Provenance

Source

Dryad digital repository.

Collection Method

Collected from human participants using functional MRI and pupil diameter measurements during a cognitive task.

Freshness

Last updated on 2020-06-24.