Title :
Optimal stimulus current waveshape for a hodgkin-huxley model neuron
Author :
Tahayori, Bahman ; Dokos, Socrates
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Melbourne, Parkville, VIC, Australia
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Traditionally, rectangular Lilly-type current pulses have been employed to electrically stimulate a neuron. In this paper, we utilize a least squares optimisation approach to assess the optimality of rectangular pulses in the context of electrical current stimulation. To this end, an appropriate cost function to minimise the total charge delivered to a neuron while keeping the waveshape sufficiently smooth, is developed and applied to a Hodgkin-Huxley ionic model of the neural action potential. Cubic spline parameters were utilized to find the optimal stimulation profile for a fixed peak current. Simulation results demonstrate that the optimal stimulation profile for a specified single neuron is a non-rectangular pulse whose shape depends upon the maximum allowable current as well as the stimulus duration.
Keywords :
bioelectric phenomena; biology computing; cellular biophysics; least squares approximations; minimisation; neurophysiology; physiological models; splines (mathematics); Hodgkin-Huxley model neuron; cost function minimisation; cubic spline parameters; least squares optimisation approach; neural action potential; neuron electrical stimulation; optimal stimulus current waveshape; rectangular Lilly type current pulses; rectangular pulse optimality; smooth waveshape; total charge; Equations; Mathematical model; Neurons; Optimization; Shape; Simulation; Splines (mathematics); Action Potentials; Algorithms; Animals; Computer Simulation; Electric Stimulation; Humans; Membrane Potentials; Models, Neurological; Neurons;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346998