time-series-machine-learning / tsml-repo

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http://www.timeseriesclassification.com
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[DONATION] ShortIntervalTask #104

Open AidenRushbrooke opened 9 months ago

AidenRushbrooke commented 9 months ago

https://pubmed.ncbi.nlm.nih.gov/37263767/ https://openneuro.org/datasets/ds004579/versions/1.0.0 This dataset aims to look at the impact of Parkinsons disease on the completion of a basic task. 94 participants with Parkinsons, and 45 control participants were asked to press down the spacebar on a keyboard for what they judge to be 3 seconds. Each participant completed task 20 times, with the EEG data being recorded at 500Hz with 63 channels. Each instance is created from a 5.5 second window around each button press, starting 0.5 seconds before the inital prompt was shown to the participant. For the train-test split, the first 44 participants with Parkinsons, and the first 22 control were used for the training set, and the remaining formed the test set.