An Electric Field Model for Prediction of Somatosensory (S1) Cortical Field Potentials Induced by Ventral Posterior Lateral (VPL) Thalamic Microstimulation

被引:8
作者
Choi, John Stephen [1 ]
DiStasio, Marcello Michael [1 ]
Brockmeier, Austin J. [2 ]
Francis, Joseph Thachil [1 ]
机构
[1] Suny Downstate Med Ctr, Dept Physiol & Pharmacol, Brooklyn, NY 11203 USA
[2] Univ Florida, Dept Elect & Comp Engn, Gainesville, FL 32611 USA
关键词
STIMULATION; ACTIVATION;
D O I
10.1109/TNSRE.2011.2181417
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Microstimulation (MiSt) is used experimentally and clinically to activate localized populations of neural elements. However, it is difficult to predict-and subsequently control-neural responses to simultaneous current injection through multiple electrodes in an array. This is due to the unknown locations of neuronal elements in the extracellular medium that are excited by the superposition of multiple parallel current sources. We, therefore, propose a model that maps the computed electric field in the 3-D space surrounding the stimulating electrodes in one brain region to the local field potential (LFP) fluctuations evoked in a downstream region. Our model is trained with the recorded LFP waveforms in the primary somatosensory cortex (S1) resulting from MiSt applied in multiple electrode configurations in the ventral posterolateral nucleus (VPL) of the quiet awake rat. We then predict the cortical responses to MiSt in "novel" electrode configurations, a result that suggests that this technique could aid in the design of spatially optimized MiSt patterns through a multielectrode array.
引用
收藏
页码:161 / 169
页数:9
相关论文
共 20 条
[1]  
[Anonymous], 2006, Pattern recognition and machine learning
[2]   A QUANTITATIVE STUDY OF ELECTRICAL STIMULATION OF CENTRAL MYELINATED FIBERS [J].
BEMENT, SL ;
RANCK, JB .
EXPERIMENTAL NEUROLOGY, 1969, 24 (02) :147-+
[3]   Partial tripolar cochlear implant stimulation: Spread of excitation and forward masking in the inferior colliculus [J].
Bierer, Julie Arenberg ;
Bierer, Steven M. ;
Middlebrooks, John C. .
HEARING RESEARCH, 2010, 270 (1-2) :134-142
[4]   Patient-specific models of deep brain stimulation: Influence of field model complexity on neural activation predictions [J].
Chaturvedi, Ashutosh ;
Butson, Christopher R. ;
Lempka, Scott F. ;
Cooper, Scott E. ;
McIntyre, Cameron C. .
BRAIN STIMULATION, 2010, 3 (02) :65-77
[5]   What electrical microstimulation has revealed about the neural basis of cognition [J].
Cohen, MR ;
Newsome, WT .
CURRENT OPINION IN NEUROBIOLOGY, 2004, 14 (02) :169-177
[6]   Proprioceptive and cutaneous representations in the rat ventral posterolateral thalamus [J].
Francis, Joseph T. ;
Xu, Shaohua ;
Chapin, John K. .
JOURNAL OF NEUROPHYSIOLOGY, 2008, 99 (05) :2291-2304
[7]   Thalamic relay functions and their role in corticocortical communication: Generalizations from the visual system [J].
Guillery, RW ;
Sherman, SM .
NEURON, 2002, 33 (02) :163-175
[8]   Temporal patterning of saccadic eye movement signals [J].
Kimmel, Daniel L. ;
Moore, Tirin .
JOURNAL OF NEUROSCIENCE, 2007, 27 (29) :7619-7630
[9]  
Lovell N. H., 2005, 2 ANN INT C NEUR ENG
[10]   Electric field and stimulating influence generated by deep brain stimulation of the subthalamic nucleus [J].
McIntyre, CC ;
Mori, S ;
Sherman, DL ;
Thakor, NV ;
Vitek, JL .
CLINICAL NEUROPHYSIOLOGY, 2004, 115 (03) :589-595