• DocumentCode
    718201
  • Title

    Movement related directional tuning from broadband electrocorticography in humans

  • Author

    Nurse, Ewan S. ; Freestone, Dean R. ; Oxley, Thomas J. ; Ackland, David C. ; Vogrin, Simon J. ; Murphy, Michael ; O´Brien, Terence J. ; Cook, Mark J. ; Grayden, David B.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Univ. of Melbourne, Parkville, VIC, Australia
  • fYear
    2015
  • fDate
    22-24 April 2015
  • Firstpage
    33
  • Lastpage
    36
  • Abstract
    Directional tuning is the tendency for cortical neurons to exhibit a peak firing rate when a limb is moved in a preferred direction. This phenomenon has been used to underpin decoding strategies in many brain-machine interface (BMI) systems. Although it is well established that individual motor neurons can be decoded using directional tuning, this is not as well understood at the scale of cortical local field potentials (LFPs). This study investigates the directional tuning properties of broadband electrocorticography (ECoG) recorded during a center-out task from two human participants. Selected bipolar ECoG channels demonstrated directional tuning in signal power from 85 - 250 Hz for both subjects. Directional tuning was observed across sensorimotor cortex, as well as frontal areas of cortex. The presence of directional tuning in broadband ECoG suggests the potential use of tuning curves as the basis of a LFP based BMI system.
  • Keywords
    bioelectric potentials; biomechanics; biomedical communication; brain; brain-computer interfaces; decoding; handicapped aids; medical control systems; medical signal processing; neurophysiology; BMI; LFP; bipolar ECoG channels; brain-machine interface; broadband ECoG; broadband electrocorticography; center-out task; cortical local field potentials; cortical neurons; decoding strategies; frequency 85 Hz to 250 Hz; frontal cortex areas; humans; individual motor neurons; limb movement; movement related directional tuning; peak firing rate; sensorimotor cortex; Australia; Broadband communication; Decoding; Electrodes; Neurons; Signal to noise ratio; Tuning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Engineering (NER), 2015 7th International IEEE/EMBS Conference on
  • Conference_Location
    Montpellier
  • Type

    conf

  • DOI
    10.1109/NER.2015.7146553
  • Filename
    7146553