OdohertySabesNonhuman2017¶

class brainsets.datasets.OdohertySabesNonhuman2017(root=None, recording_ids=None, transform=None, split_type='cursor_velocity', dirname='odoherty_sabes_nonhuman_2017', **kwargs)[source]¶

Bases: SpikingDatasetMixin, Dataset

Motor cortex (M1 and S1) spiking activity and reaching kinematics from 2 monkeys performing random target reaching tasks with right hand.

Preprocessing

To download and prepare this dataset, run brainsets prepare odoherty_sabes_nonhuman_2017.

Tasks: Random Target

Brain Regions: M1, S1

Dataset Statistics

Subjects: 2
Total Sessions: 47
Total Units: 16,566
Events: ~105.2M spikes, ~12.4M behavioral timestamps

Links

Paper: O’Doherty and Sabes (2018) – Journal of Neural Engineering
Dataset: Zenodo Record 3854034

Reference

O’Doherty, J. E., Cardoso, M. M. B., Makin, J. G., & Sabes, P. N. (2020). Nonhuman Primate Reaching with Multichannel Sensorimotor Cortex Electrophysiology. Zenodo Dataset.

Parameters:

root (str, optional) – Root directory for the dataset. Defaults to processed_dir from brainsets config.
recording_ids (list[str], optional) – List of recording IDs to load.
transform (Callable, optional) – Data transformation to apply.
split_type (str, optional) – Which split type to use. Defaults to “cursor_velocity”.
dirname (str, optional) – Subdirectory for the dataset. Defaults to “odoherty_sabes_nonhuman_2017”.