hubertjb / dl-eeg-tutorial
Hands-on tutorial on deep learning for EEG classification.
☆70Updated 8 months ago
Alternatives and similar repositories for dl-eeg-tutorial:
Users that are interested in dl-eeg-tutorial are comparing it to the libraries listed below
- Material for Pybrain 2020 MNE-Python workshop☆129Updated 4 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆137Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆60Updated 4 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆66Updated 6 months ago
- Some tutorials for students of neuroscience☆108Updated 7 months ago
- Analyze and manipulate EEG data using PyEEGLab.☆61Updated 4 years ago
- Generate statistical features from Electroencephalographic data☆86Updated 2 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- CNN classifier to classify MI-EEG signals☆47Updated 5 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆64Updated 5 months ago
- ☆43Updated 5 years ago
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆140Updated 2 weeks ago
- Youtube codes☆25Updated last year
- EEG motor-imagery data analysis using MNE and Pytorch☆31Updated 3 years ago
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆84Updated 5 years ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆38Updated 5 months ago
- PyTorch EEG emotion analysis using DEAP dataset☆76Updated 7 years ago
- EEG motor imagery classification using convolutional neural networks☆34Updated last year
- Deep learning model for EEG artifact removal☆63Updated 2 years ago
- Process and analyse EEG brain signals using EEGlab☆24Updated 6 years ago
- Automatic EEG IC classification plugin for EEGLAB☆55Updated 5 months ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆37Updated last year
- Implementation of EEG signal classification.☆49Updated 8 years ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆100Updated 5 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆62Updated 5 months ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Updated 2 years ago
- A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets☆155Updated 3 years ago
- ☆40Updated 4 years ago
- LSTM-based neural network system to predict EEG signals☆28Updated 6 years ago