BCILABhttp://mloss.orgUpdates and additions to BCILABenFri, 06 Jan 2012 23:47:55 -0000BCILAB 1.0-beta<html><p>BCILAB is a MATLAB toolbox for Brain-Computer Interface (BCI) research. It facilitates the design and development of new methods for cognitive state estimation and their use in both offline data analysis and real-time applications. The toolbox includes a collection of currently over 100 methods from the literature (covering signal processing, machine learning and BCI-specific methods) and heavily emphasizes easy extensibility (via plugins). </p> <p>BCILAB is primarily aimed at methods developers looking for a framework which lets them rapidly prototype new methods and compare their performance against other state-of-the-art methods. It is also useful for experimental researchers (e.g., from Psychology, CogSci, HCI, Biomedical Engineering) looking for advanced methods to analyze their data through easy-to-use GUI or scripting interfaces. </p> <p>While the focus of BCILAB is on EEG analysis, it can also be used with various other types of bio-signals or in principle also general-purpose time series analysis. The toolbox bundles several other open-source packages as dependencies. </p></html>Christian KotheFri, 06 Jan 2012 23:47:55 -0000 analysismatlabbcibrain computer interfaceelectroencephalogramclassificationpreprocessingmanifold learningalgorithmssupervised learningtoolboxprobabilistic modelsdata streamsfeature extractionperformance measuresfiltering