moabb
BCI benchmarker
A comprehensive benchmarking framework for evaluating brain-computer interface algorithms on EEG datasets
Mother of All BCI Benchmarks
714 stars
31 watching
183 forks
Language: Python
last commit: 2 days ago
Linked from 1 awesome list
bcibci-benchmarksbrain-computer-interfaceeegmachine-learningneuroscience
Related projects:
| Repository | Description | Stars |
|---|---|---|
| neurotechx/bci-workshop | A collection of materials and resources for teaching Brain-Computer Interface (BCI) using EEG signals. | 89 |
 bbci/bbci_public | A toolbox for online experiments and offline analysis of Brain-Computer Interface (BCI) signals in MATLAB. | 155 |
| bbci/wyrm | A Python toolbox for analyzing and processing EEG data in the context of Brain-Computer Interfacing (BCI) experiments. | 96 |
 lmbooth/pybci | Enables real-time Brain Computer Interfaces with machine learning and data synchronization tools. | 22 |
 octopicorn/bcikit | Analyzes EEG signals from devices like OpenBCI hardware and applies various signal processing techniques for machine learning-based brain-computer interfaces. | 14 |
 drwuhust/tlbci | Provides a MATLAB implementation of a brain-computer interface system utilizing transfer learning for motor imagery classification | 68 |
| bbci/pyff | A framework for implementing feedback applications and stimulus presentation in neuroscience | 23 |
 nmc-costa/neuroprime | A framework for real-time human-computer interaction and brain-computer interface development | 3 |
| bbci/mushu | Provides a unified interface for acquiring Brain Computer Interface (BCI) signals from various sources | 35 |
 multimodal-art-projection/omnibench | Evaluates and benchmarks multimodal language models' ability to process visual, acoustic, and textual inputs simultaneously. | 15 |
 mickcrosse/mtrf-toolbox | A MATLAB package for modeling and analyzing multivariate neural responses to dynamic stimuli. | 85 |
| neurotechx/eeg-expy | A collection of classic EEG experiments implemented in Python to democratize cognitive neuroscience research using affordable and scalable hardware | 453 |
 brainlife/bct | A MATLAB toolbox for analyzing complex brain network data | 19 |
 bcgov/wqbench | Provides tools and functions to generate and analyze aquatic life water quality benchmarks from EPA ECOTOX data | 3 |
 ibob/picobench | A microbenchmarking library for C++ | 211 |