Related Experiment Video
Updated: May 15, 2026
07:37
Assessment and Communication for People with Disorders of Consciousness
Published on: August 1, 2017
A novel criterion of wavelet packet best basis selection for signal classification with application to brain-computer
Denis Vautrin1, Xavier Artusi, Marie-Françoise Lucas
1Institut de Recherche en Communication et Cybernétique de Nantes, Centrale Nantes, Nantes 44321, France.
IEEE Transactions on Bio-Medical Engineering
|August 5, 2009
Abstract:
This study proposes a method to select a wavelet basis for classification. It uses a strategy defined by Wickerhauser and Coifman and proposes a new additive criterion describing the contrast between classes. Its performance is compared with other approaches on simulated signals and on experimental EEG signals for brain-computer interface applications.
