Real-Time Optimization of the Current Steering for Visual Prosthesis

被引:5
作者
Chen, Zhijie Charles [1 ,2 ]
Wang, Bing-Yi [2 ,3 ]
Palanker, Daniel [2 ,4 ]
机构
[1] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
[2] Stanford Univ, Hansen Expt Phys Lab, Stanford, CA 94305 USA
[3] Stanford Univ, Dept Phys, Stanford, CA 94305 USA
[4] Stanford Univ, Dept Ophthalmol, Stanford, CA 94305 USA
来源
2021 10TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER) | 2021年
基金
美国国家卫生研究院;
关键词
DEEP BRAIN-STIMULATION;
D O I
10.1109/NER49283.2021.9441400
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Current steering on a multi-electrode array is commonly used to shape the electric field in the neural tissue in order to improve selectivity and efficacy of stimulation. Previously, simulations of the electric field in tissue required separate computation for each set of the stimulation parameters. Not only is this approach to modeling time-consuming and very difficult with a large number of electrodes, it is incompatible with real-time optimization of the current steering for practical applications. We present a framework for efficient computation of the electric field in the neural tissue based on superposition of the fields from a pre-calculated basis. Such linear algebraic framework enables optimization of the current steering for any targeted electric field in real time. For applications to retinal prosthetics, we demonstrate how the stimulation depth can be optimized for each patient based on the retinal thickness and separation from the array, while maximizing the lateral confinement of the electric field essential for high spatial resolution.
引用
收藏
页码:592 / 596
页数:5
相关论文
共 41 条
[31]   Novel microwire-based biosensor probe for simultaneous real-time measurement of glutamate and GABA dynamics in vitro and in vivo [J].
Doughty, P. Timothy ;
Hossain, Imran ;
Gong, Chenggong ;
Ponder, Kayla A. ;
Pati, Sandipan ;
Arumugam, Prabhu U. ;
Murray, Teresa A. .
SCIENTIFIC REPORTS, 2020, 10 (01)
[32]   Real-time refinement of subthalamic nucleus targeting using Bayesian decision-making on the root mean square measure [J].
Moran, Anan ;
Bar-Gad, Izhar ;
Bergman, Hagai ;
Israel, Zvi .
MOVEMENT DISORDERS, 2006, 21 (09) :1425-1431
[33]   Real-Time Optimal Synthetic Inversion Recovery Image Selection (RT-OSIRIS) for Deep Brain Stimulation Targeting [J].
Patel, Vishal ;
Tao, Shengzhen ;
Zhou, Xiangzhi ;
Lin, Chen ;
Westerhold, Erin ;
Grewal, Sanjeet ;
Middlebrooks, Erik H. .
JOURNAL OF IMAGING INFORMATICS IN MEDICINE, 2024, 37 (05) :2698-2705
[34]   Selection of the Optimal Algorithm for Real-Time Estimation of Beta Band Power during DBS Surgeries in Patients with Parkinson's Disease [J].
Tepper, Angeles ;
Carlos Henrich, Mauricio ;
Schiaffino, Luciano ;
Rosado Munoz, Alfredo ;
Gutierrez, Antonio ;
Guerrero Martinez, Juan .
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2017, 2017
[35]   Real-Time CARS Imaging Reveals a Calpain-Dependent Pathway for Paranodal Myelin Retraction during High-Frequency Stimulation [J].
Huff, Terry B. ;
Shi, Yunzhou ;
Sun, Wenjing ;
Wu, Wei ;
Shi, Riyi ;
Cheng, Ji-Xin .
PLOS ONE, 2011, 6 (03)
[36]   Modulatory effects of real-time electromagnetic stimulation on epileptiform activity in juvenile rat hippocampus based on multi-electrode array recordings [J].
Dong, Lei ;
Song, Lin-Lin ;
Zhao, Wen-jun ;
Zhao, Ling ;
Tian, Lei ;
Zheng, Yu .
BRAIN RESEARCH BULLETIN, 2023, 198 :27-35
[37]   Influencing connectivity and cross-frequency coupling by real-time source localized neurofeedback of the posterior cingulate cortex reduces tinnitus related distress [J].
Vanneste, Sven ;
Joos, Kathleen ;
Ost, Jan ;
De Ridder, Dirk .
NEUROBIOLOGY OF STRESS, 2018, 8 :211-224
[38]   Real-time Magnetic Resonance Imaging-Guided Biopsy Using SmartFrame® Stereotaxis in the Setting of a Conventional Diagnostic Magnetic Resonance Imaging Suite [J].
Scheer, Justin K. ;
Hamelin, Thomas ;
Chang, Leon ;
Lemkuil, Brian ;
Carter, Bob S. ;
Chen, Clark C. .
OPERATIVE NEUROSURGERY, 2017, 13 (03) :329-337
[39]   A high-performance 8 nV/root Hz 8-channel wearable and wireless system for real-time monitoring of bioelectrical signals [J].
Petkos, Konstantinos ;
Koutsoftidis, Simos ;
Guiho, Thomas ;
Degenaar, Patrick ;
Jackson, Andrew ;
Greenwald, Stephen E. ;
Brown, Peter ;
Denison, Timothy ;
Drakakis, Emmanuel M. .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2019, 16 (01)
[40]   1024-Pixel CMOS Multimodality Joint Cellular Sensor/Stimulator Array for Real-Time Holistic Cellular Characterization and Cell-Based Drug Screening [J].
Park, Jong Seok ;
Aziz, Moez Karim ;
Li, Sensen ;
Chi, Taiyun ;
Grijalva, Sandra Ivonne ;
Sung, Jung Hoon ;
Cho, Hee Cheol ;
Wang, Hua .
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2018, 12 (01) :80-94