Kip A. Ludwig

Dr. Kip A. Ludwig

Department of Biomedical Engineering, University of Wisconsin, Madison WI, USA
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Research Focus & Metrics

Academic Career Length

22Years (2005-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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10 November 2017 in Nature Biomedical Engineering
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JSJoseph Salatino
Joseph Salatino
Kip A. LudwigKip A. Ludwig
Kip A. Ludwig
TKTakashi D. Y. Kozai
Takashi D. Y. Kozai
EPErin K. Purcell
Erin K. Purcell

1 March 2006 in Journal of Neural Engineering
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Journal Article
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Kip A. LudwigKip A. Ludwig
Kip A. Ludwig
JUJeffrey D Uram
Jeffrey D Uram
JYJunyan Yang
Junyan Yang
DMDavid Martin
David Martin
DKDaryl R Kipke
Daryl R Kipke
Conductive polymer coatings can be used to modify traditional electrode recording sites with the intent of improving the long-term performance of cortical microelectrodes. Conductive polymers can drastically decrease recording site impedance, which in turn is hypothesized to reduce thermal noise and signal loss through shunt pathways. Moreover, conductive polymers can be seeded with agents aimed at promoting neural growth toward the recording sites or minimizing the inherent immune response. The end goal of these efforts is to generate an ideal long-term interface between the recording electrode and surrounding tissue. The goal of this study was to refine a method to electrochemically deposit surfactant-templated ordered poly(3,4-ethylenedioxythiophene) (PEDOT) films on the recording sites of standard 'Michigan' probes and to evaluate the efficacy of these modified sites in recording chronic neural activity. PEDOT-coated site performance was compared to control sites over a six-week evaluation period in terms of impedance spectroscopy, signal-to-noise ratio, number of viable unit potentials recorded and local field potential recordings. PEDOT sites were found to outperform control sites with respect to signal-to-noise ratio and number of viable unit potentials. The benefit of reduced initial impedance, however, was mitigated by the impedance contribution of typical silicon electrode encapsulation. Coating sites with PEDOT also reduced the amount of low-frequency drift evident in local field potential recordings. These findings indicate that electrode sites electrochemically deposited with PEDOT films are suitable for recording neural activity in vivo for extended periods. This study also provided a unique opportunity to monitor how neural recording characteristics develop over the six weeks following implantation.

1 March 2009 in Journal of Neurophysiology
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Kip A. LudwigKip A. Ludwig
Kip A. Ludwig
RMRachel M. Miriani
Rachel M. Miriani
NLNicholas B. Langhals
Nicholas B. Langhals
MJMichael D. Joseph
Michael D. Joseph
DADavid J. Anderson
David J. Anderson
DKDaryl R. Kipke
Daryl R. Kipke
In this study, we propose and evaluate a technique known as common average referencing (CAR) to generate a more ideal reference electrode for microelectrode recordings. CAR is a computationally simple technique, and therefore amenable to both on-chip and real-time applications. CAR is commonly used in EEG, where it is necessary to identify small signal sources in very noisy recordings. To study the efficacy of common average referencing, we compared CAR to both referencing with a stainless steel bone-screw and a single microelectrode site. Data consisted of in vivo chronic recordings in anesthetized Sprague-Dawley rats drawn from prior studies, as well as previously unpublished data. By combining the data from multiple studies, we generated and analyzed one of the more comprehensive chronic neural recording datasets to date. Reference types were compared in terms of noise level, signal-to-noise ratio, and number of neurons recorded across days. Common average referencing was found to drastically outperform standard types of electrical referencing, reducing noise by >30%. As a result of the reduced noise floor, arrays referenced to a CAR yielded almost 60% more discernible neural units than traditional methods of electrical referencing. CAR should impart similar benefits to other microelectrode recording technologies—for example, chemical sensing—where similar differential recording concepts apply. In addition, we provide a mathematical justification for CAR using Gauss-Markov theorem and therefore help place the application of CAR into a theoretical context.

19 July 2017 in Advanced Functional Materials
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SWSteven M. Wellman
Steven M. Wellman
JEJames R. Eles
James R. Eles
Kip A. LudwigKip A. Ludwig
Kip A. Ludwig
JSJohn Seymour
John Seymour
NMNicholas J. Michelson
Nicholas J. Michelson
TKTakashi Kozai
Takashi Kozai

20 January 2016 in Journal of Neural Engineering
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SCStuart Cogan
Stuart Cogan
Kip A. LudwigKip A. Ludwig
Kip A. Ludwig
CWCristin G Welle
Cristin G Welle
PTPavel Takmakov
Pavel Takmakov
Objective . Recent initiatives in bioelectronic modulation of the nervous system by the NIH (SPARC), DARPA (ElectRx, SUBNETS) and the GlaxoSmithKline Bioelectronic Medicines effort are ushering in a new era of therapeutic electrical stimulation. These novel therapies are prompting a re-evaluation of established electrical thresholds for stimulation-induced tissue damage. Approach . In this review, we explore what is known and unknown in published literature regarding tissue damage from electrical stimulation. Main results . For macroelectrodes, the potential for tissue damage is often assessed by comparing the intensity of stimulation, characterized by the charge density and charge per phase of a stimulus pulse, with a damage threshold identified through histological evidence from in vivo experiments as described by the Shannon equation. While the Shannon equation has proved useful in assessing the likely occurrence of tissue damage, the analysis is limited by the experimental parameters of the original studies. Tissue damage is influenced by factors not explicitly incorporated into the Shannon equation, including pulse frequency, duty cycle, current density, and electrode size. Microelectrodes in particular do not follow the charge per phase and charge density co-dependence reflected in the Shannon equation. The relevance of these factors to tissue damage is framed in the context of available reports from modeling and in vivo studies. Significance . It is apparent that emerging applications, especially with microelectrodes, will require clinical charge densities that exceed traditional damage thresholds. Experimental data show that stimulation at higher charge densities can be achieved without causing tissue damage, suggesting that safety parameters for microelectrodes might be distinct from those defined for macroelectrodes. However, these increased charge densities may need to be justified by bench, non-clinical or clinical testing to provide evidence of device safety.

19 January 2011 in Journal of Neural Engineering
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Journal Article
Closed access
Kip A. LudwigKip A. Ludwig
Kip A. Ludwig
NLNicholas B Langhals
Nicholas B Langhals
MJMike D Joseph
Mike D Joseph
SRSarah M Richardson-Burns
Sarah M Richardson-Burns
JHJeffrey L Hendricks
Jeffrey L Hendricks
DKDaryl R Kipke
Daryl R Kipke
We investigated using poly(3,4-ethylenedioxythiophene) (PEDOT) to lower the impedance of small, gold recording electrodes with initial impedances outside of the effective recording range. Smaller electrode sites enable more densely packed arrays, increasing the number of input and output channels to and from the brain. Moreover, smaller electrode sizes promote smaller probe designs; decreasing the dimensions of the implanted probe has been demonstrated to decrease the inherent immune response, a known contributor to the failure of long-term implants. As expected, chronically implanted control electrodes were unable to record well-isolated unit activity, primarily as a result of a dramatically increased noise floor. Conversely, electrodes coated with PEDOT consistently recorded high-quality neural activity, and exhibited a much lower noise floor than controls. These results demonstrate that PEDOT coatings enable electrode designs 15 µm in diameter.