Replication Data for: Evaluation of convolutional neural networks using a large multi-subject P300 dataset

Abstract

File: containing all extracted Guess The Number EEG epochs. Data format: contains two arrays accessible using keys 'allTargetData' and 'allNonTargetData'. Balancing of examples across two classes was achieved by picking only one random non-target number for 'allNonTargetData' in each participant. Each of the two arrays has the following structure: "number of epochs" x "number of EEG channels" (= 3 - Fz, Cz, Pz) x "number of time samples in each epoch" ( = 1200 - epochs with Fs = 1 kHz extracted between -0.2 s and 1 s relative to stimuli onsets) The original paper describing the experiment and referencing to original raw EEG data: Mouček, R., Vařeka, L., Prokop, T., Štěbeták, J., & Brůha, P. (2017). Event-related potential data from a guess the number brain-computer interface experiment on school children. Scientific data.</p