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BCI and EEG Software


  • OpenVibe - An open source software platform for performing real-time BCI and neuroscience experiments, written mostly in C++.
  • BCI2000 - A software platform for performing real-time BCI experiments, written mostly in C++.
  • EEGLAB - An open source environment for electrophysiological signal processing using MATLAB.
  • FieldTrip -  A software toolbox for MEG and EEG analysis using MATLAB.
  • Statistical Parametric Mapping (SPM) - Software for analysis of brain imaging data sequences, written in MATLAB.
  • Current Source Density (CSD) Toolbox - A software library for estimating EEG surface potentials using spherical splines and surface Laplacians, written in MATLAB.

 

Research Groups


 

Introductory Material


 

Popular Press


 

Error-Related Negativity


 

Research Groups


 

Industry


 

Devices


 

BCI Applications


 

Data


 

Word recognition


 

EEG in Patients


 

MSF, CCA, PLS, PCA, CSP, etc


 

Electrocorticographic Signals


 

Signal Processing


 

Detecting Synchronization in Multiple Time Series


  • Publications by Joydeep Bhattacharya, includes experiments with EEG. Discusses a nearest-neighbors approach and develops the "predictability improvement" method.
  • Publications by Michael Rosenblum, on detecting phase locking in noisy data. Includes discussion of the difference between coherence and synchronization.
  • Rodrigo Quian Quiroga, includes publications, data, and software. Compares methods based in mutual information, Hilbert transform, wavelets, and others using EEG.

 

Multiscale


 

Bayesian Methods


 

Ethics


 

Programming Tools


  • Matwrap: a wrapper generator for matrix languages