MorseEEG-ATP
…neural decoding models, and auditory brain-computer interface approaches under cross-condition…
- Participants
- 32
- Channels
- 62 (10-10)
- Size
- 14.6 GB
- Version
- v1.0.0
- Updated
- Jun 30, 2026
…neural decoding models, and auditory brain-computer interface approaches under cross-condition…
The Penn Electrophysiology of Encoding and Retrieval Study (PEERS) characterizes behavioral and electrophysiological correlates of memory encoding and retrieval in highly practiced individuals. Across five PEERS experiments, more than 300 subjects contributed over 7,000 ninety-minute memory testing sessions with EEG. This dataset includes three free recall experiments: ltpFR (PEERS1-3), ltpFR2 (PEERS4), and VFFR (PEERS5).
…within_session, cross_session Performance (Original Study) ---------------------------- Accuracy: 71.1% Accuracy Std…
A sample intracranial EEG (iEEG) dataset prepared for the WIRED ICM course on intracranial recordings in humans, epilepsy, and deep brain stimulation (Paris, March 2024). It contains recordings from patients with epilepsy during naturalistic listening tasks (movie trailers and TIMIT sentences). It also includes illustrative examples of seizure-related activity and vagus nerve stimulator artifact.
Preprocessed intracranial EEG (ECoG and SEEG) from one epilepsy patient (SubjectUCI29) released with the FieldTrip human intracranial analysis protocol of Stolk et al. (2018). The data comprise 26 epochs of 152 channels sampled at 5000 Hz, aligned to target-tone onset in an auditory detection task with a button-press response. The epochs were demeaned, low-pass filtered and band-stop filtered by the original authors. The raw recordings were not shared, so the dataset is packaged as a BIDS derivative together with electrode coordinates.
…transferred between subjects or sessions, optimal decoding performance can only be reached…
Raw and preprocessed magnetoencephalography (MEG) recordings from participants viewing objects that moved along trajectories and were either occluded or disappeared. The dataset supports investigation of how the brain represents objects during dynamic occlusion. It includes behavioural and eye-tracking data as source data, and preprocessed epochs in CoSMoMVPA format.
…14 - **Sessions per subject**: 1 - **Events**: right_hand=1, left_hand=2…
…outputs from the decoding analyses, including time-resolved decoding accuracy matrices for…
…10x10-fold cross-validation - **Folds**: 10 - **Evaluation type**: within-session ## Performance (Original…