Model-based analysis and design of waveforms for efficient neural stimulation

被引：37
作者：
Grill, Warren M. [1 ,2 ,3 ,4 ]
机构：
[1] Duke Univ, Dept Biomed Engn, Durham, NC 27706 USA
[2] Duke Univ, Dept Elect & Comp Engn, Durham, NC 27706 USA
[3] Duke Univ, Dept Neurobiol, Durham, NC 27706 USA
[4] Duke Univ, Dept Surg, Durham, NC 27706 USA
来源：
COMPUTATIONAL NEUROSTIMULATION | 2015年 / 222卷
关键词：
Neural model; Electrical stimulation; Deep brain stimulation; Energy efficiency; Selectivity; Optimization; DEEP BRAIN-STIMULATION; MOTOR CORTEX STIMULATION; MYELINATED NERVE; PARKINSONS-DISEASE; TRANSIENT DEPOLARIZATION; ELECTRICAL-STIMULATION; SELECTIVE ACTIVATION; STIMULUS PARAMETERS; EXCITATION; FIBERS;
D O I：
10.1016/bs.pbr.2015.07.031
中图分类号：
Q189 [神经科学];
学科分类号：
071006 ;
摘要：
The design space for electrical stimulation of the nervous system is extremely large, and because the response to stimulation is highly nonlinear, the selection of stimulation parameters to achieve a desired response is a challenging problem. Computational models of the response of neurons to extracellular stimulation allow analysis of the effects of stimulation parameters on neural excitation and provide an approach to select or design optimal parameters of stimulation. Here, I review the use of computational models to understand the effects of stimulation waveform on the energy efficiency of neural excitation and to design novel stimulation waveforms to increase the efficiency of neural stimulation.
引用
收藏
页码：147 / 162
页数：16
相关论文
共 50 条
[21]   Model-based analysis of multiple electrode array stimulation for epiretinal visual prostheses [J].
Mueller, Jerel K. ;
Grill, Warren M. .
JOURNAL OF NEURAL ENGINEERING, 2013, 10 (03)
[22]   Model-based closed-loop control of thalamic deep brain stimulation [J].
Tian, Yupeng ;
Saradhi, Srikar ;
Bello, Edward ;
Johnson, Matthew D. ;
D'Eleuterio, Gabriele ;
Popovic, Milos R. ;
Lankarany, Milad .
FRONTIERS IN NETWORK PHYSIOLOGY, 2024, 4
[23]   Model-Based Analysis of Spinal Cord Stimulation for Chronic Pain [J].
Lempka, Scott F. ;
Zander, Hans ;
Anaya, Carlos J. ;
Wyant, Alexandria ;
Ozinga, John G. ;
Machado, Andre G. .
CONVERGING CLINICAL AND ENGINEERING RESEARCH ON NEUROREHABILITATION III, 2019, 21 :39-43
[24]   Model-based optogenetic stimulation to regulate beta oscillations in Parkinsonian neural networks [J].
Ying Yu ;
Fang Han ;
Qishao Wang ;
Qingyun Wang .
Cognitive Neurodynamics, 2022, 16 :667-681
[25]   Model-based analysis of implanted hypoglossal nerve stimulation for the treatment of obstructive sleep apnea [J].
Johnson, Matthew D. ;
Dweiri, Yazan M. ;
Cornelius, Jason ;
Strohl, Kingman P. ;
Steffen, Armin ;
Suurna, Maria ;
Soose, Ryan J. ;
Coleman, Michael ;
Rondoni, John ;
Durand, Dominique M. ;
Ni, Quan .
SLEEP, 2021, 44 :S11-S19
[26]   Response of Neuronal Populations to Phase-Locked Stimulation: Model-Based Predictions and Validation [J].
Mirkhani, Nima ;
McNamara, Colin G. ;
Oliviers, Gaspard ;
Sharott, Andrew ;
Duchet, Benoit ;
Bogacz, Rafal .
JOURNAL OF NEUROSCIENCE, 2025, 45 (15)
[27]   Current Waveforms for Neural Stimulation-Charge Delivery With Reduced Maximum Electrode Voltage [J].
Halpern, Mark Edward ;
Fallon, James .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2010, 57 (09) :2304-2312
[28]   Experimental and model-based analysis of differences in perception of cutaneous electrical stimulation across the sole of the foot [J].
Ken Steffen Frahm ;
Carsten Dahl Mørch ;
Warren M. Grill ;
Ole Kæseler Andersen .
Medical & Biological Engineering & Computing, 2013, 51 :999-1009
[29]   Experimental and model-based analysis of differences in perception of cutaneous electrical stimulation across the sole of the foot [J].
Frahm, Ken Steffen ;
Morch, Carsten Dahl ;
Grill, Warren M. ;
Andersen, Ole Kaeseler .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2013, 51 (09) :999-1009
[30]   Model-based analysis and design of nerve cuff electrodes for restoring bladder function by selective stimulation of the pudendal nerve [J].
Kent, Alexander R. ;
Grill, Warren M. .
JOURNAL OF NEURAL ENGINEERING, 2013, 10 (03)
12345