Title
An Optimization-Based Study Of Equivalent Circuit Models For Representing Recordings At The Neuron-Electrode Interface
Keywords
Microelectrode arrays (MEAs); neuroelectronic interface; nonlinear ionic electrodiffusion; whole-cell biosensors
Abstract
Extracellular neuroelectronic interfacing is an emerging field with important applications in the fields of neural prosthetics, biological computation, and biosensors. Traditionally, neuron-electrode interfaces have been modeled as linear point or area contact equivalent circuits but it is now being increasingly realized that such models cannot explain the shapes and magnitudes of the observed extracellular signals. Here, results were compared and contrasted from an unprecedented optimization-based study of the point contact models for an extracellular on-cell neuron-patch electrode and a planar neuron-microelectrode interface. Concurrent electrophysiological recordings from a single neuron simultaneously interfaced to three distinct electrodes (intracellular, on-cell patch, and planar microelectrode) allowed novel insights into the mechanism of signal transduction at the neuron-electrode interface. After a systematic isolation of the nonlinear neuronal contribution to the extracellular signal, a consistent underestimation of the simulated suprathreshold extracellular signals compared to the experimentally recorded signals was observed. This conclusively demonstrated that the dynamics of the interfacial medium contribute nonlinearly to the process of signal transduction at the neuron-electrode interface. Further, an examination of the optimized model parameters for the experimental extracellular recordings from sub- and suprathreshold stimulations of the neuron-electrode junctions revealed that ionic transport at the on-cell neuron-patch electrode is dominated by diffusion whereas at the neuron-microelectrode interface the electric double layer (EDL) effects dominate. Based on this study, the limitations of the equivalent circuit models in their failure to account for the nonlinear EDL and ionic electrodiffusion effects occurring during signal transduction at the neuron-electrode interfaces are discussed. © 2012 IEEE.
Publication Date
7-30-2012
Publication Title
IEEE Transactions on Biomedical Engineering
Volume
59
Issue
8
Number of Pages
2338-2347
Document Type
Article
Personal Identifier
scopus
DOI Link
https://doi.org/10.1109/TBME.2012.2203820
Copyright Status
Unknown
Socpus ID
84864256539 (Scopus)
Source API URL
https://api.elsevier.com/content/abstract/scopus_id/84864256539
STARS Citation
Thakore, Vaibhav; Molnar, Peter; and Hickman, James J., "An Optimization-Based Study Of Equivalent Circuit Models For Representing Recordings At The Neuron-Electrode Interface" (2012). Scopus Export 2010-2014. 4349.
https://stars.library.ucf.edu/scopus2010/4349