Wei Wu

Summary

Affiliation: Massachusetts Institute of Technology
Country: USA

Publications

  1. doi request reprint Learning event-related potentials (ERPs) from multichannel EEG recordings: a spatio-temporal modeling framework with a fast estimation algorithm
    Wei Wu
    Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China
    Conf Proc IEEE Eng Med Biol Soc 2011:6959-62. 2011
  2. doi request reprint A probabilistic framework for learning robust common spatial patterns
    Wei Wu
    Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
    Conf Proc IEEE Eng Med Biol Soc 2009:4658-61. 2009
  3. pmc A hierarchical Bayesian approach for learning sparse spatio-temporal decompositions of multichannel EEG
    Wei Wu
    Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
    Neuroimage 56:1929-45. 2011
  4. ncbi request reprint Frequency recognition based on canonical correlation analysis for SSVEP-based BCIs
    Zhonglin Lin
    Department of Automation, Tsinghua University, Beijing 100084, China
    IEEE Trans Biomed Eng 54:1172-6. 2007
  5. doi request reprint An N200 speller integrating the spatial profile for the detection of the non-control state
    Dan Zhang
    Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, People s Republic of China
    J Neural Eng 9:026016. 2012
  6. ncbi request reprint Localization of FFA using SSVEP-based binocular rivalry
    Ruiping Wang
    Department of Biomedical Engineering, Tsinghua University, Beijing, China
    Conf Proc IEEE Eng Med Biol Soc 1:1150-3. 2006
  7. ncbi request reprint Classifying single-trial EEG during motor imagery by iterative spatio-spectral patterns learning (ISSPL)
    Wei Wu
    Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China
    IEEE Trans Biomed Eng 55:1733-43. 2008
  8. doi request reprint Extraction of mismatch negativity using a resampling-based spatial filtering method
    Yanfei Lin
    School of Medicine, Tsinghua University, Beijing 100084, People s Republic of China
    J Neural Eng 10:026015. 2013
  9. doi request reprint ECoG based cortical function mapping using general linear model
    Tianyi Qian
    Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China
    Conf Proc IEEE Eng Med Biol Soc 2011:2347-50. 2011
  10. doi request reprint Bayesian estimation of ERP components from multicondition and multichannel EEG
    Wei Wu
    Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China College of Automation Science and Engineering, South China University of Technology, Guangzhou 510640, China Electronic address
    Neuroimage 88:319-39. 2014

Collaborators

Detail Information

Publications13

  1. doi request reprint Learning event-related potentials (ERPs) from multichannel EEG recordings: a spatio-temporal modeling framework with a fast estimation algorithm
    Wei Wu
    Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China
    Conf Proc IEEE Eng Med Biol Soc 2011:6959-62. 2011
    ..The results demonstrate that the proposed modeling framework offers a powerful tool for exploring the spatio-temporal patterns of ERPs as well as learning spatial filters for decoding brain states...
  2. doi request reprint A probabilistic framework for learning robust common spatial patterns
    Wei Wu
    Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
    Conf Proc IEEE Eng Med Biol Soc 2009:4658-61. 2009
    ..The efficacy of the proposed robust algorithm is validated with both simulated and real EEG data...
  3. pmc A hierarchical Bayesian approach for learning sparse spatio-temporal decompositions of multichannel EEG
    Wei Wu
    Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
    Neuroimage 56:1929-45. 2011
    ....
  4. ncbi request reprint Frequency recognition based on canonical correlation analysis for SSVEP-based BCIs
    Zhonglin Lin
    Department of Automation, Tsinghua University, Beijing 100084, China
    IEEE Trans Biomed Eng 54:1172-6. 2007
    ..Recognition Results of the approach were higher than those using a widely used FFT (fast Fourier transform)-based spectrum estimation method...
  5. doi request reprint An N200 speller integrating the spatial profile for the detection of the non-control state
    Dan Zhang
    Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, People s Republic of China
    J Neural Eng 9:026016. 2012
    ..Offline and online classification results show that the proposed N200 speller is a promising step toward a practical, online non-flashing BCI system for daily use...
  6. ncbi request reprint Localization of FFA using SSVEP-based binocular rivalry
    Ruiping Wang
    Department of Biomedical Engineering, Tsinghua University, Beijing, China
    Conf Proc IEEE Eng Med Biol Soc 1:1150-3. 2006
    ..The present study also suggests that the method has the potential advantage of investigating neural correlates...
  7. ncbi request reprint Classifying single-trial EEG during motor imagery by iterative spatio-spectral patterns learning (ISSPL)
    Wei Wu
    Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China
    IEEE Trans Biomed Eng 55:1733-43. 2008
    ..Experimental results on two datasets show that the proposed algorithm can correctly identify the discriminative frequency bands, demonstrating the algorithm's superiority over contemporary approaches in classification performance...
  8. doi request reprint Extraction of mismatch negativity using a resampling-based spatial filtering method
    Yanfei Lin
    School of Medicine, Tsinghua University, Beijing 100084, People s Republic of China
    J Neural Eng 10:026015. 2013
    ..It is currently a challenge to extract the mismatch negativity (MMN) waveform on the basis of a small number of EEG trials, which are typically unbalanced between conditions...
  9. doi request reprint ECoG based cortical function mapping using general linear model
    Tianyi Qian
    Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China
    Conf Proc IEEE Eng Med Biol Soc 2011:2347-50. 2011
    ..With the analysis of four patients' data, the proposed approach yields consistent results with those obtained by electrical cortical stimulation (ECS), while showing promising performance against noise...
  10. doi request reprint Bayesian estimation of ERP components from multicondition and multichannel EEG
    Wei Wu
    Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China College of Automation Science and Engineering, South China University of Technology, Guangzhou 510640, China Electronic address
    Neuroimage 88:319-39. 2014
    ..The results show that our algorithm more accurately and reliably estimates the spatio-temporal patterns, amplitudes, and latencies of the underlying ERP components in comparison with several state-of-the-art algorithms. ..
  11. doi request reprint Spoken sentences decoding based on intracranial high gamma response using dynamic time warping
    Dan Zhang
    Department of Biomedical Engineering, Tsinghua University, Beijing, China
    Conf Proc IEEE Eng Med Biol Soc 2012:3292-5. 2012
    ..Our preliminary results shed light on the construction of cortical speech brain-computer interfaces on the sentence level...
  12. doi request reprint Integrating the spatial profile of the N200 speller for asynchronous brain-computer interfaces
    Dan Zhang
    Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China
    Conf Proc IEEE Eng Med Biol Soc 2011:4564-7. 2011
    ..The proposed algorithm can be used for developing a practical, asynchronous N200 BCI system...
  13. ncbi request reprint Frequency recognition based on canonical correlation analysis for SSVEP-based BCIs
    Zhonglin Lin
    Department of Automation, Tsinghua University, Room 3 120, FIT Building, Beijing 100084, China
    IEEE Trans Biomed Eng 53:2610-4. 2006
    ..Recognition Results of the approach were higher than those using a widely used fast Fourier transform (FFT)-based spectrum estimation method...