…standard/hed-examples/tree/main/hedcode/jupyter_notebooks/dataset_specific_processing/sternberg
EEG recordings from 10 healthy participants performing two-class motor imagery (left vs. right hand) cued by arrows. Data were recorded with a 128-channel BrainAmp system at 500 Hz, with 150 trials per participant in a single session. The dataset was collected to evaluate beamforming and spatial filtering approaches (e.g., CSP, Laplacian) for noninvasive brain-computer interfaces.
…the source dataset does not document what tool generated the data, so…
Infant EEG recordings collected while infants viewed 200 object images presented in rapid visual streams. The dataset supports investigation of the early development of visual object representations and includes analysis code for preprocessing, epoching and representational similarity analysis (RSA).
…These data were collected to evaluate improvements in reading or math skills…
EEG recordings from 13 healthy participants who piloted a simulated drone through circular waypoints at varying difficulty levels using a joystick. The dataset includes an offline session with a v-shaped difficulty design and two online sessions in which subjective difficulty was decoded from EEG to support closed-loop adaptation of task difficulty. Data were recorded with a 64-channel Biosemi ActiveTwo system and are provided preprocessed in BIDS format via the MOABB collection (BNCI 2022-001).
…8 ## Data Structure - **Trials**: {'Target': 128, 'non-Target': 640} - **Trials per class…
…dataset does not include quality assessment or preprocessing code. For an example…
This dataset contains EEG recordings from phoneme discrimination tasks combined with transcranial magnetic stimulation (TMS) of the motor cortex. It merges two studies: a 2019 study of consonant-vowel and vowel-consonant pairs in 8 participants, and a 2021 study in 16 participants that added single phonemes, real words and pseudowords. It is intended to support research on speech decoding and the role of articulation and coarticulation in speech perception.
…2025) Derivative BIDS-iEEG dataset. It holds no raw SEEG: the files…