Particle filters and beamforming for EEG source estimation

@article{Georgieva2012ParticleFA,
  title={Particle filters and beamforming for EEG source estimation},
  author={Petia Georgieva and Lyudmila Mihaylova and Nidhal Bouaynaya and Lakhmi C. Jain},
  journal={The 2012 International Joint Conference on Neural Networks (IJCNN)},
  year={2012},
  pages={1-8}
}
This is a proof of concept work that proposes a solution to the inverse problem of EEG source estimation by combining two techniques, namely a Particle Filter (PF) for geometrical (3D) localization of the most active brain zones (expressed by two dipoles) and a beamformer (BF) as a spatial filter for estimation of the oscillations that have originated the… CONTINUE READING