• DocumentCode
    2103991
  • Title

    Optimization of magnetic neurostimulation waveforms for minimum power loss

  • Author

    Goetz, Stefan M. ; Truong, N.C. ; Gerhofer, M.G. ; Peterchev, Angel V. ; Herzog, H. ; Weyh, Thomas

  • Author_Institution
    Dept. of Psychiatry & Behavioral Sci., Duke Univ., Durham, NC, USA
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    4652
  • Lastpage
    4655
  • Abstract
    Magnetic stimulation is a key tool in experimental brain research and several clinical applications. Whereas coil designs and the spatial field properties have been intensively studied in the literature, the temporal dynamics of the field has received little attention. The available pulse shapes are typically determined by the relatively limited capabilities of commercial stimulation devices instead of efficiency or optimality. Furthermore, magnetic stimulation is relatively inefficient with respect to the required energy compared to other neurostimulation techniques. We therefore analyze and optimize the waveform dynamics with a nonlinear model of a mammalian motor axon for the first time, without any pre-definition of waveform candidates. We implemented an unbiased and stable numerical algorithm using variational calculus in combination with a global optimization method. This approach yields very stable results with comprehensible characteristic properties, such as a first phase which reduces ohmic losses in the subsequent pulse phase. We compare the energy loss of these optimal waveforms with the waveforms generated by existing magnetic stimulation devices.
  • Keywords
    biomagnetism; magnetic field effects; medical computing; neuromuscular stimulation; numerical analysis; optimisation; variational techniques; global optimization method; magnetic field temporal dynamics; magnetic neurostimulation waveform optimization; mammalian motor axon nonlinear model; minimum power loss; pulse shape; stable numerical algorithm; unbiased numerical algorithm; variational calculus; waveform dynamics optimisation; Coils; Energy loss; Magnetic stimulation; Neurons; Neurophysiology; Optimization; Shape; Action Potentials; Animals; Axons; Computer Simulation; Energy Transfer; Humans; Magnetic Field Therapy; Magnetic Fields; Models, Neurological; Motor Neurons; Radiation Dosage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6347004
  • Filename
    6347004