ardkastrati / EEGEyeNetLinks
EEGEyeNet is benchmark to evaluate ET prediction based on EEG measurements with an increasing level of difficulty
☆45Updated 3 years ago
Alternatives and similar repositories for EEGEyeNet
Users that are interested in EEGEyeNet are comparing it to the libraries listed below
Sorting:
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆64Updated last year
- How EEG preprocessing shapes decoding performance☆14Updated last month
- ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: ht…☆30Updated 4 years ago
- A pipeline to automatically preprocess, analyze and visualize resting state EEG data.☆54Updated 6 months ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆70Updated 3 years ago
- Hands-on tutorial on deep learning for EEG classification.☆81Updated last year
- EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your M…☆46Updated last year
- Automagic☆104Updated last month
- Analyze and manipulate EEG data using PyEEGLab.☆61Updated 4 years ago
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆157Updated last week
- Automatic EEG IC classification plugin for EEGLAB☆65Updated 2 months ago
- Use DNNs to build encoding models of EEG visual responses.☆88Updated 5 months ago
- ☆27Updated 2 months ago
- Artifact Subspace Reconstruction for Python☆56Updated 2 months ago
- 🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python☆204Updated last month
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆45Updated 2 months ago
- ☆18Updated 4 years ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆15Updated 2 months ago
- [ICLR 2023] Code for BrainBERT☆60Updated 7 months ago
- ☆69Updated 2 years ago
- Automatic labeling of ICA components in Python.☆105Updated last week
- Compute and plot standard EEG electrode positions.☆72Updated last week
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆46Updated 2 years ago
- Eye movement and blink-related EEG and MEG artifact correction algorithms☆25Updated 5 years ago
- This project contains the code for a deep learning architecture to analyze EEG data.☆53Updated 6 months ago
- A collection of workshop materials.☆33Updated 6 years ago
- A library with tools for EEG analysis☆67Updated last year
- Covariance Data Frames for Predictive M/EEG Pipelines☆33Updated last year
- A handbook for EEG data analysis based on Python☆68Updated last year
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆73Updated last year