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Hand Kinematics and Sensorimotor Cortex Dataset
The dataset contains kinematic data of hand movements and neural activity from sensorimotor cortex during grasping -
LFP signals for eye movement decoding
The dataset used in this paper is a collection of local field potentials (LFPs) recorded from the macaque prefrontal cortex during memory-guided saccades. -
EEG dataset for attention-guided speech decoding
A new EEG dataset where the attention of the participants is detected and used to guide the collection of the EEG signals in each experiment. -
San Diego database
The dataset contains EEG data recorded from 10 healthy subjects. -
Tsinghua dataset
The dataset contains EEG data recorded from 35 healthy subjects. -
fMRI dataset for auditory neural decoding
The dataset used in the paper is an fMRI dataset obtained during a passive natural language listening task. The dataset comprises fMRI data from 8 subjects recorded while they... -
Magnetoencephalography (MEG) dataset
The Magnetoencephalography (MEG) dataset is a MEG dataset containing brain activity patterns of 3 subjects while they were watching 1200 images of 200 distinct object categories... -
Generic Object Decoding (GOD) dataset
The Generic Object Decoding (GOD) dataset is a fMRI dataset containing brain activity patterns of 5 subjects while they were watching 1200 images of 200 distinct object... -
OpenBMI dataset
The OpenBMI dataset is a large benchmark containing 2 sessions of 2-class MI-EEG data (left hand, right hand) from 54 right-handed healthy subjects. -
Brain-Score
A large-scale benchmark for evaluating the brain-likeness of neural networks. -
SCDM: Unified Representation Learning for EEG-to-fNIRS
The study proposes the spatio-temporal controlled diffusion model (SCDM) for cross-modal generation of synthetic fNIRS signals from EEG data. -
P300-based speller dataset
ERP-based EEG detection gaining increasing attention in the field of brain-computer interfaces. However, due to the complexity of ERP signal components, their low... -
LFP dataset for cross-subject neural decoding
The dataset used in the paper is a collection of local field potentials (LFPs) from two macaque monkeys, Monkey A and Monkey B, performing memory-guided visual saccades to one...