A comparison of temporal windowing schemes for single-trial ERP detection

@article{Lan2009ACO,
  title={A comparison of temporal windowing schemes for single-trial ERP detection},
  author={Tian Lan and Catherine Huang and Deniz Erdogmus},
  journal={2009 4th International IEEE/EMBS Conference on Neural Engineering},
  year={2009},
  pages={331-334}
}
Single trial ERP detection is critical for stimulus-synchronous brain computer interfaces. This paper presents a comparison of three different algorithmic schemes for single-trial ERP detection: SVM (baseline), hierarchical SVM-(naïve) Bayes, selected temporal windows-based SVM-(naïve) Bayes. An ERP-based image search system, including experimental setup, data collection, pre-processing, and three ERP detection schemes is described and utilized as the framework for comparison. We apply three… CONTINUE READING