Title :
Feedback stimulation strategy: Control of retinal ganglion cells activation
Author :
Kameneva, Tatiana ; Grayden, David B. ; Meffin, Hamish ; Burkitt, Anthony N.
Author_Institution :
Dept. of Electr. Electron. Eng., Univ. of Melbourne, Melbourne, VIC, Australia
Abstract :
It is possible to cause a sensation of light in patients who have lost photoreceptors due to degenerative eye diseases by targeting surviving neurons with electrical stimulation by means of visual prosthetic devices. All stimulation strategies in currently used visual prostheses are open-loop, that is, the stimulation parameters do not depend on the level of activation of neurons surrounding stimulating electrodes. In this paper, we investigate a closed-loop stimulation strategy using computer simulations of previously constrained models of ON and OFF retinal ganglion cells. Using a proportional-integral-type controller we show that it is possible to control activation level of both types of retinal ganglion cells. We also demonstrate that the controller tuned for a particular combination of synaptic currents continues to work during retina degeneration when excitatory currents are reduced by 20%.
Keywords :
bioelectric potentials; brain models; cellular biophysics; closed loop systems; diseases; eye; feedback; medical computing; medical control systems; medical disorders; neural nets; neurophysiology; patient treatment; prosthetics; tuning; vision defects; OFF retinal ganglion cell constrained models; ON retinal ganglion cell constrained models; closed-loop stimulation strategy; computer simulations; controller tuning; degenerative eye disease patients; electrical stimulation strategies; excitatory current reduction; feedback stimulation strategy; light sensation; neuron activation level control; open-loop visual prosthesis; photoreceptor loss; proportional-integral-type controller; retina degeneration; retinal ganglion cell activation control; retinal ganglion cell types; stimulating electrodes; stimulation parameters; surviving neuron targeting; synaptic current combination; visual prosthetic devices; Australia; Biomimetics; Electric potential; Electrical stimulation; Neurons; Oscillators; Retina;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6943935