FlintSlutzkyAccurate2012

class brainsets.datasets.FlintSlutzkyAccurate2012(root=None, recording_ids=None, transform=None, split_type='hand_velocity', dirname='flint_slutzky_accurate_2012', **kwargs)

Bases: SpikingDatasetMixin, Dataset

Motor cortex (M1) spiking activity and reaching kinematics from 1 monkey performing center-out reaching tasks.

Preprocessing

To download and prepare this dataset, run

brainsets prepare flint_slutzky_accurate_2012

Tasks: Center-Out

Brain Regions: M1

Dataset Statistics

• Subjects: 1

• Total Sessions: 5

• Total Units: 957

• Events: ~7.9M spikes, ~319k behavioral timestamps

Links

• Paper: Flint et al. (2012) – Journal of Neural Engineering

• Dataset: CRCNS Flint 2012 dataset

Reference

Flint, R. D., Lindberg, E. W., Jordan, L. R., Miller, L. E., & Slutzky, M. W. (2012). Accurate decoding of reaching movements from field potentials in the absence of spikes. Journal of Neural Engineering, 9(4), 046006.

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 “hand_velocity”.

• dirname (str, optional) – Subdirectory for the dataset. Defaults to “flint_slutzky_accurate_2012”.