MATLAB-Based Tools for BCI Research

نویسندگان

  • Arnaud Delorme
  • Christian Kothe
  • Andrey Vankov
  • Nima Bigdely Shamlo
  • Robert Oostenveld
  • Thorsten O. Zander
  • Scott Makeig
چکیده

We first review the range of standalone and MATLAB-based software currently freely available to BCI researchers. We then discuss two MATLAB-centered solutions for realtime data streaming, the environments FieldTrip (Donders Institute, Nijmegen) and DataSuite (DataRiver, Producer, MatRiver) (Swartz Center, La Jolla). We illustrate the relative simplicity of coding BCI feature extraction and classification under MATLAB (The Mathworks, Inc.) using a minimalist BCI example, and then describe BCILAB (Team PhyPa, Berlin), a new BCI package that uses the data structures and extends the capabilities of the widely used EEGLAB signal processing environment.

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تاریخ انتشار 2010