David P Nguyen

Summary

Affiliation: Massachusetts Institute of Technology
Country: USA

Publications

  1. ncbi An application of reversible-jump Markov chain Monte Carlo to spike classification of multi-unit extracellular recordings
    David P Nguyen
    Neuroscience Statistics Research Laboratory, Department of Anesthesia, Massachusetts General Hospital, Division of Health Sciences, Harvard Medical School Massachusetts Institute of Technology, Boston, MA 02114, USA
    Network 14:61-82. 2003
  2. doi Instantaneous frequency and amplitude modulation of EEG in the hippocampus reveals state dependent temporal structure
    David P Nguyen
    Department of Brain and Cognitive Sciences at MIT, Cambridge, MA USA
    Conf Proc IEEE Eng Med Biol Soc 2008:1711-5. 2008
  3. ncbi Dynamic analyses of information encoding in neural ensembles
    Riccardo Barbieri
    Neuroscience Statistics Research Laboratory, Department of Anesthesia and Critical Care, Massachusetts General Hospital Harvard Medical School, Boston, MA 02114, USA
    Neural Comput 16:277-307. 2004
  4. pmc Measuring instantaneous frequency of local field potential oscillations using the Kalman smoother
    David P Nguyen
    Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA 02139, United States
    J Neurosci Methods 184:365-74. 2009

Detail Information

Publications5

  1. ncbi An application of reversible-jump Markov chain Monte Carlo to spike classification of multi-unit extracellular recordings
    David P Nguyen
    Neuroscience Statistics Research Laboratory, Department of Anesthesia, Massachusetts General Hospital, Division of Health Sciences, Harvard Medical School Massachusetts Institute of Technology, Boston, MA 02114, USA
    Network 14:61-82. 2003
    ..Our findings suggest that a reversible-jump MCMC algorithm could offer a new strategy for designing automated spike-sorting algorithms...
  2. doi Instantaneous frequency and amplitude modulation of EEG in the hippocampus reveals state dependent temporal structure
    David P Nguyen
    Department of Brain and Cognitive Sciences at MIT, Cambridge, MA USA
    Conf Proc IEEE Eng Med Biol Soc 2008:1711-5. 2008
    ..This algorithm has the potential to be a practical tool for characterizing fundamental structure in electrophysiology data and classifying computational states in the brain...
  3. ncbi Dynamic analyses of information encoding in neural ensembles
    Riccardo Barbieri
    Neuroscience Statistics Research Laboratory, Department of Anesthesia and Critical Care, Massachusetts General Hospital Harvard Medical School, Boston, MA 02114, USA
    Neural Comput 16:277-307. 2004
    ..These findings improve significantly on our previous results and suggest an integrated approach to dynamically reading neural codes, measuring their properties, and quantifying the accuracy with which encoded information is extracted...
  4. pmc Measuring instantaneous frequency of local field potential oscillations using the Kalman smoother
    David P Nguyen
    Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA 02139, United States
    J Neurosci Methods 184:365-74. 2009
    ..Our results suggest that iFreq and FM may be useful measures for the quantification of small timescale LFP dynamics...