TLBCI
BCI system
Provides a MATLAB implementation of a brain-computer interface system utilizing transfer learning for motor imagery classification
Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline, Information Sciences, 2021, submitted."
68 stars
1 watching
27 forks
Language: MATLAB
last commit: over 1 year ago
Linked from 1 awesome list
brain-computer-interfacemotor-imagerytransfer-learning
Related projects:
Repository | Description | Stars |
---|---|---|
bbci/bbci_public | A toolbox for online experiments and offline analysis of Brain-Computer Interface (BCI) signals in MATLAB. | 154 |
lmbooth/pybci | A Python package for creating real-time brain-computer interfaces using machine learning and signal processing libraries. | 22 |
bbci/mushu | Provides a unified interface for acquiring Brain Computer Interface (BCI) signals from various sources | 34 |
neurotechx/moabb | A comprehensive benchmarking framework for evaluating brain-computer interface algorithms on EEG datasets | 706 |
bbci/wyrm | A Python toolbox for analyzing and processing EEG data in the context of Brain-Computer Interfacing (BCI) experiments. | 96 |
neurotechx/bci-workshop | A collection of materials and resources for teaching Brain-Computer Interface (BCI) using EEG signals. | 88 |
octopicorn/bcikit | Analyzes EEG signals from devices like OpenBCI hardware and applies various signal processing techniques for machine learning-based brain-computer interfaces. | 14 |
mickcrosse/mtrf-toolbox | A MATLAB package for modeling and analyzing multivariate neural responses to dynamic stimuli. | 84 |
khofstadter/openbci-supercollider | Provides software development libraries and tools for communicating with brain-computer interfaces using SuperCollider | 10 |
tobybreckon/solomon-breckon-book | A collection of Matlab scripts and resources for learning digital image processing concepts | 43 |
ratschlab/boosting-bbvi | An implementation of Black Box Variational Inference techniques in Python | 7 |
brainlife/bct | A MATLAB toolbox for analyzing complex brain network data | 19 |
megvii-research/tlc | Improves image restoration performance by converting global operations to local ones during inference | 230 |
phdp/mlbop | The codebase provides MATLAB implementations of machine learning concepts from S. Theodoridis' book | 66 |
washington-university/cifti-matlab | Provides an interface for reading and writing CIFTI files in MATLAB. | 65 |