rkobler

rkobler's Stars

• jindongwang/transferlearning

  Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

  Language:Python13.3k3413383.8k

• pliang279/awesome-multimodal-ml

  Reading list for research topics in multimodal machine learning

  5.9k17815848

• mne-tools/mne-python

  MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

  Language:Python2.7k834.8k1.3k

• artix41/awesome-transfer-learning

  Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

  1.7k949301

• braindecode/braindecode

  Deep learning software to decode EEG, ECG or MEG signals

  Language:Python78017271175

• NeuroTechX/moabb

  Mother of All BCI Benchmarks

  Language:Python67832275175

• openlists/ElectrophysiologyData

  A list of openly available datasets in (mostly human) electrophysiology.

  36935964

• mne-tools/mne-icalabel

  Automatic labeling of ICA components in Python.

  Language:Python9166014

• athms/learning-from-brains

  Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One of the broadest neuroimaging datasets used for pre-training to date.

  Language:Python793817

• scikit-adaptation/skada

  Domain adaptation toolbox compatible with scikit-learn and pytorch

  Language:Python6078816

• GeometricBCI/Tensor-CSPNet-and-Graph-CSPNet

  This is the python implementation of Tensor-CSPNet and Graph-CSPNet.

  Language:Python55128

• rkobler/TSMNet

  Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG

  Language:Python45108

• B-cos/B-cos-v2

  Official PyTorch implementation of improved B-cos models

  Language:Python39565

• vferat/pycrostates

  Language:Python3634911

• Roche/neuro-green

  This project contains the code for a deep learning architecture to analyze EEG data.

  Language:Python35711

• rkobler/eyeartifactcorrection

  Eye movement and blink-related EEG and MEG artifact correction algorithms

  Language:MATLAB21106

• MTangermann/BCI-2023-Workshop_Learning-from-small-datasets

  Collection of materials and links to talks given, tools presented, software demos etc.

  Language:Jupyter Notebook12601

• GitZH-Chen/SPDMLR

  This is the official code for our CVPR 2024 publication: Riemannian Multinomial Logistics Regression for SPD Neural Networks

  Language:Python10300

• GeometricBCI/Deep-Optimal-Transport-for-Domain-Adaptation-on-SPD-Manifolds

  This is the official GitHub repo for "Deep Optimal Transport for Domain Adaptation on SPD Manifolds"

  Language:Python6210

• mccorsi/CuttingGarden2023-RealTimeEEG_BCI

  Materials associated to the CuttingGarden session dedicated to BCI

  6301