Energy-efficient waveform shapes for neural stimulation revealed with a genetic algorithm

Journal of Neural Engineering

Volumn 7, Issue 4, 2010, Pages

  Wongsarnpigoon, Amorn ^a   Grill, Warren M ^a  

^a Duke University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANODIC PULSE; BATTERY LIFE; COMPUTATIONAL MODEL; ENERGY EFFICIENT; EXTRACELLULAR STIMULATION; GAUSSIAN CURVES; IMPLANTABLE STIMULATORS; IN-VIVO EXPERIMENTS; MYELINATED AXONS; NEURAL STIMULATIONS; NEURAL STIMULATOR; OPTIMAL SHAPE; SCIATIC NERVES; WAVE FORMS; WAVEFORM SHAPE;

ELECTROPHYSIOLOGY; ENERGY EFFICIENCY; MAMMALS; OPTIMIZATION; PULSE GENERATORS; SIGNAL GENERATORS;

GENETIC ALGORITHMS;

ARTICLE; GENETIC ALGORITHM; IN VIVO STUDY; NERVE CELL STIMULATION; NERVE FIBER; PRIORITY JOURNAL; SCIATIC NERVE; WAVEFORM; ACTION POTENTIAL; ALGORITHM; ANIMAL; BIOLOGICAL MODEL; CAT; COMPUTER SIMULATION; ELECTROSTIMULATION; ENERGY TRANSFER; MALE; METHODOLOGY; PHYSIOLOGY; RADIATION EXPOSURE; SKELETAL MUSCLE;

MAMMALIA;

ACTION POTENTIALS; ALGORITHMS; ANIMALS; CATS; COMPUTER SIMULATION; ELECTRIC STIMULATION; ENERGY TRANSFER; MALE; MODELS, GENETIC; MODELS, NEUROLOGICAL; MUSCLE, SKELETAL; SCIATIC NERVE;

EID: 78649239163     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/7/4/046009     Document Type: Article

References (25)

1. Butson C R and McIntyre C C 2007 Differences among implanted pulse generator waveforms cause variations in the neural response to deep brain stimulation Clin. Neurophysiol. 118 1889-94
2. Coburn B 1985 A theoretical study of epidural electrical stimulation of the spinal cord: part II. Effects on long myelinated fibers IEEE Trans. Biomed. Eng. 32 978-86
3. Crago P E, Peckham P H, Mortimer J T and Van der Meulen J P 1974 The choice of pulse duration for chronic electrical stimulation via surface, nerve, and intramuscular electrodes Ann. Biomed. Eng. 2 252-64
4. Dimitrova N A and Dimitrov G V 1992 Effect of stimulus (postsynaptic current) shape on fibre excitation Gen. Physiol. Biophys. 11 69-83
5. Fishler M G 2000 Theoretical predictions of the optimal monophasic and biphasic defibrillation waveshapes IEEE Trans. Biomed. Eng. 47 59-67
6. Hines M L and Carnevale N T 1997 The NEURON simulation environment Neural Comput. 9 1179-209
7. Jezernik S and Morari M 2005 Energy-optimal electrical excitation of nerve fibers IEEE Trans. Biomed. Eng. 52 740-3
8. Kajimoto H, Kawakami N and Tachi S 2004 Optimal design method for selective nerve stimulation Electron. Commun. Japan 3 87 62-72
9. Manola L, Holsheimer J, Veltink P and Buitenweg J R 2007 Anodal vs cathodal stimulation of motor cortex: a modeling study Clin. Neurophysiol. 118 464-74 (Pubitemid 46038805)
10. McCreery D B, Agnew W F, Yuen T G and Bullara L 1990 Charge density and charge per phase as cofactors in neural injury induced by electrical stimulation IEEE Trans. Biomed. Eng. 37 996-1001 (Pubitemid 20370311)
11. McIntyre C C and Grill W M 1999 Excitation of central nervous system neurons by nonuniform electric fields Biophys. J. 76 878-88
12. McIntyre C C, Richardson A G and Grill W M 2002 Modeling the excitability of mammalian nerve fibers: influence of afterpotentials on the recovery cycle J. Neurophysiol. 87 995-1006
13. McNeal D R 1976 Analysis of a model for excitation of myelinated nerve IEEE Trans. Biomed. Eng. 23 329-37
14. Nowak L G and Bullier J 1998 Axons, but not cell bodies, are activated by electrical stimulation in cortical gray matter: I. Evidence from chronaxie measurements Exp. Brain Res. 118 477-88 (Pubitemid 28056848)
15. Offner F 1946 Stimulation with minimum power J. Neurophysiol. 9 387-90
16. Ondo W G, Meilak C and Vuong K D 2007 Predictors of battery life for the Activa Soletra 7426 Neurostimulator Parkinsonism Relat. Disord. 13 240-2
17. Qu F, Zarubin F, Wollenzier B, Nikolski V P and Efimov I R 2005 The Gurvich waveform has lower defibrillation threshold than the rectilinear waveform and the truncated exponential waveform in the rabbit heart Can. J. Physiol. Pharmacol. 83 152-60 (Pubitemid 40695388)
18. Sahin M and Tie Y 2007 Non-rectangular waveforms for neural stimulation with practical electrodes J. Neural Eng. 4 227-33
19. Struijk J J, Holsheimer J, Barolat G, He J and Boom H B K 1993a Paresthesia thresholds in spinal cord stimulation: a comparison of theoretical results with clinical data IEEE Trans. Rehabil. Eng. 1 101-8
20. Struijk J J, Holsheimer J and Boom H B 1993b Excitation of dorsal root fibers in spinal cord stimulation: a theoretical study IEEE Trans. Biomed. Eng. 40 632-9 (Pubitemid 24065538)
21. Sweeney J D, Mortimer J D and Durand D 1987 Modeling of mammalian myelinated nerve for functional neuromuscular stimulation IEEE/9th Annu. Conf. Eng. Med. Biol. Sci. (Boston, MA)
22. van den Honert C and Mortimer J T 1979 The response of the myelinated nerve fiber to short duration biphasic stimulating currents Ann. Biomed. Eng. 7 117-25
23. Wongsarnpigoon A and Grill W M 2009 Genetic algorithm reveals energy-efficient waveforms for neural stimulation IEEE 31st Ann. Intl Conf. Eng. Med. Biol. Soc. (Minneapolis, MN)
24. Wongsarnpigoon A, Woock J P and Grill W M 2010 Efficiency analysis of waveform shape for electrical excitation of nerve fibers IEEE Trans. Neural Syst. Rehabil. Eng. 18 319-28
25. Yuen T G, Agnew W F, Bullara L A, Jacques S and McCreery D B 1981 Histological evaluation of neural damage from electrical stimulation: considerations for the selection of parameters for clinical application Neurosurgery 9 292-9