31 results on '"Timothy C Marzullo"'
Search Results
2. Correction: open labware: 3-d printing your own lab equipment.
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Tom Baden, Andre Maia Chagas, Gregory J Gage, Timothy C Marzullo, Lucia L Prieto-Godino, and Thomas Euler
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Biology (General) ,QH301-705.5 - Abstract
[This corrects the article DOI: 10.1371/journal.pbio.1002086.].
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- 2015
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3. Open Labware: 3-D printing your own lab equipment.
- Author
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Tom Baden, Andre Maia Chagas, Gregory J Gage, Timothy C Marzullo, Lucia L Prieto-Godino, and Thomas Euler
- Subjects
Biology (General) ,QH301-705.5 - Abstract
The introduction of affordable, consumer-oriented 3-D printers is a milestone in the current "maker movement," which has been heralded as the next industrial revolution. Combined with free and open sharing of detailed design blueprints and accessible development tools, rapid prototypes of complex products can now be assembled in one's own garage--a game-changer reminiscent of the early days of personal computing. At the same time, 3-D printing has also allowed the scientific and engineering community to build the "little things" that help a lab get up and running much faster and easier than ever before.
- Published
- 2015
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4. The SpikerBox: a low cost, open-source bioamplifier for increasing public participation in neuroscience inquiry.
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Timothy C Marzullo and Gregory J Gage
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Medicine ,Science - Abstract
Although people are generally interested in how the brain functions, neuroscience education for the public is hampered by a lack of low cost and engaging teaching materials. To address this, we developed an open-source tool, the SpikerBox, which is appropriate for use in middle/high school educational programs and by amateurs. This device can be used in easy experiments in which students insert sewing pins into the leg of a cockroach, or other invertebrate, to amplify and listen to the electrical activity of neurons. With the cockroach leg preparation, students can hear and see (using a smartphone oscilloscope app we have developed) the dramatic changes in activity caused by touching the mechanosensitive barbs. Students can also experiment with other manipulations such as temperature, drugs, and microstimulation that affect the neural activity. We include teaching guides and other resources in the supplemental materials. These hands-on lessons with the SpikerBox have proven to be effective in teaching basic neuroscience.
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- 2012
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5. Gills Just Want to Have Fun: Can Fish Play Games, Just like Us?
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Sofia Eisenbeiser, Étienne Serbe-Kamp, Gregory J. Gage, and Timothy C. Marzullo
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fish behavior ,play ,cognitive development ,comparative biology ,Veterinary medicine ,SF600-1100 ,Zoology ,QL1-991 - Abstract
It is common to observe play in dogs, cats, and birds, but have we been ignoring play in one of the most common house pets of all… fish? Aquarium fish are often used as meditative decoration in family households, but it could be that fish have similarly diverse behavioral repertoires as mammals and birds. To examine this theory, we conducted field tests at local pet stores where a range of aquarium fish species was tested for responsiveness to laser pointer stimuli. Out of 66 species of fish tested, over 80% showed a tendency to be interested in the moving laser spots, particularly red ones. Whether this behavior constitutes play is an active topic of investigation that we examine in this work.
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- 2022
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6. Laminar Analysis of Movement Direction Information in Local Field Potentials of the Rat Motor Cortex.
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Gregory J. Gage, Chie Kawahara, Shani E. Ross, Timothy C. Marzullo, and Daryl R. Kipke
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- 2006
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7. The construction of high-magnification homemade lenses for a simple microscope: an easy 'DIY' tool for biological and interdisciplinary education
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Timothy C. Marzullo and Daniela Flores
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Engineering drawing ,Microscope ,Universities ,Physiology ,Magnification ,Education ,law.invention ,03 medical and health sciences ,law ,Humans ,Protocol (object-oriented programming) ,030304 developmental biology ,Simple (philosophy) ,0303 health sciences ,Microscopy ,Schools ,High magnification ,Interdisciplinary education ,School classroom ,Physics ,05 social sciences ,050301 education ,General Medicine ,Lens (optics) ,Laboratory Sourcebook ,Smartphone ,0503 education - Abstract
The rise of microscopy in the seventeenth century allowed scientists to discover a new world of microorganisms and achieve great physiological advances. One of the first microscopes of the epoch was Antonie van Leeuwenhoek’s microscope, a deceptively simple device that contains a single ball lens housed in a metal plate allowing the observation of samples at up to ×250 magnification. Such magnification was much greater than that achieved by rudimentary compound microscopes of the era, allowing for the discovery of microscopic, single-celled life, an achievement that marked the study of biology up to the nineteenth century. Since Leeuwenhoek’s design uses a single ball lens, it is possible to fabricate variations for educational activities in physics and biology university and high school classrooms. A fundamental problem, however, with home-built microscopes is that it is difficult to work with glass. We developed a simple protocol to make ball lenses of glass and gelatin with high magnification that can be done in a university/high school classroom, and we designed an optimized support for focusing and taking photographs with a smartphone. The protocol details a simple, easily accessible, low-cost, and effective tool for the observation of microscopic samples, possible to perform anywhere without the need for a laboratory or complex tools. Our protocol has been implemented in classrooms in Chile to a favorable reception.
- Published
- 2021
8. Interfacing Conducting Polymer Nanotubes with the Central Nervous System: Chronic Neural Recording using Poly(3,4-ethylenedioxythiophene) Nanotubes
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David C. Martin, Timothy C. Marzullo, Mohammad Reza Abidian, Kip A. Ludwig, and Daryl R. Kipke
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Conductive polymer ,Materials science ,Mechanical Engineering ,Nanotechnology ,Signal ,Article ,chemistry.chemical_compound ,High impedance ,Microelectrode ,chemistry ,Mechanics of Materials ,Electrode ,General Materials Science ,Electrical impedance ,Microscale chemistry ,Poly(3,4-ethylenedioxythiophene) ,Biomedical engineering - Abstract
Development of advanced chronic, high-fidelity neural interfaces is accelerating research into brain function[1] and more effective treatments for neurological conditions.[2–5] The primary functional requirements of these interfaces include recording and/or stimulating from a number of discretely sampled volumes of the brain at requisite spatial resolutions for specific time periods that may extend from hours to years.[6–9] This translates to a push towards smaller electrodes that are more biologically transparent and biocompatible[10–12] with a high density of electrode sites that remain functional for long period of time.[13–15] As electrode size goes to the microscale (higher spatial selectivity), the impedance of electrode site increases, and consequently, the quality of signal recordings decreases (lower sensitivity). Thus, there is a trade off between the size (spatial selectivity) and quality of signal recordings (sensitivity) in neural microelectrodes.[16–18] Studies have also shown that the response of brain tissue to implanted microelectrodes includes an acute injury and a chronic reactive tissue response. The chronic response is characterized by the presence of both activated microglia and reactive astrocytes, which eventually encapsulate the electrode to some degree.[10,12,19–21] Consequently, in addition to the initial high impedance of microelectrodes, these reactive tissue responses have been associated with a progressive increase in the impedance of the electrode/tissue interface.[10,12] Therefore, achieving a very low impedance electrode/tissue interface is important for maintaining and improving signal quality.
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- 2009
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9. How many neurons must one man have, before you call him a man?
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H. Parikh and Timothy C. Marzullo
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Thought experiment ,Cognitive science ,Channel code ,Computer science ,Information storage ,business.industry ,Long-term memory ,Strategy and Management ,Face (sociological concept) ,Neurophysiology ,Education ,Encoding (memory) ,Artificial intelligence ,Electrical and Electronic Engineering ,business ,Neural coding - Abstract
One of the great unsolved problems in science is deciphering the neural code for long-term memory or how the brain stores and represents information. Simply put: How are we that we are? How is longterm memory stored? How is it encoded? How is it lost? Can we hope to build a machine to do what we do naturally? This is an introduction to the both ancient and contemporary problem of the neural code and we explore a series of thought experiments examining how the brain encodes longterm memory and possible theoretical storage limits.
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- 2008
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10. Correction: open labware: 3-d printing your own lab equipment
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Lucia L. Prieto-Godino, Thomas Euler, Tom Baden, Andre Maia Chagas, Gregory J. Gage, and Timothy C. Marzullo
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Male ,3d print ,General Immunology and Microbiology ,Information Dissemination ,QH301-705.5 ,General Neuroscience ,Correction ,Library science ,3 d printing ,Biology ,General Biochemistry, Genetics and Molecular Biology ,Printing, Three-Dimensional ,Humans ,Female ,Biology (General) ,Laboratories ,General Agricultural and Biological Sciences ,Citation ,Developing Countries ,Software - Abstract
The introduction of affordable, consumer-oriented 3-D printers is a milestone in the current "maker movement," which has been heralded as the next industrial revolution. Combined with free and open sharing of detailed design blueprints and accessible development tools, rapid prototypes of complex products can now be assembled in one's own garage--a game-changer reminiscent of the early days of personal computing. At the same time, 3-D printing has also allowed the scientific and engineering community to build the "little things" that help a lab get up and running much faster and easier than ever before.
- Published
- 2015
11. Suitability of the Cingulate Cortex for Neural Control
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Timothy C. Marzullo, Daryl R. Kipke, and C.R. Miller
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Volition ,Cingulate cortex ,Neuroprosthetics ,Biomedical Engineering ,Action Potentials ,Posterior parietal cortex ,Gyrus Cinguli ,Rats, Sprague-Dawley ,Internal Medicine ,medicine ,Animals ,Amyotrophic lateral sclerosis ,Evoked Potentials ,Primary Lateral Sclerosis ,Cerebral Cortex ,Neurons ,Upper motor neuron ,General Neuroscience ,Rehabilitation ,Biofeedback, Psychology ,Electroencephalography ,Neurophysiology ,medicine.disease ,Rats ,medicine.anatomical_structure ,Psychology ,Neuroscience ,Motor cortex - Abstract
Recent neuroprosthetic work has focused on the motor cortex as a source of voluntary control signals. However, the motor cortex can be damaged in upper motor neuron degenerative diseases such as primary lateral sclerosis and amyotrophic lateral sclerosis. The possibility exists that prefrontal areas may also be used in neuroprosthetic devices. Here, we report the use of the cingulate cortex in a neuroprosthetic model. Seven rats were able to significantly modulate spiking activity in the cingulate cortex in order to receive reward. Furthermore, experiments with single neurons provide evidence that the cingulate cortex neuronal modulation is highly flexible and thus useful for a neuroprosthetic device.
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- 2006
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12. Humans to Mars: A feasibility and cost–benefit analysis
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R. Eric Collins, Wendy R. Krauser, Jessica Kinnevan, Jeeshan Chowdhury, F. Douglas Grant, Michael Hannon, Bethany L. Ehlmann, Julie B. Litzenberger, Stuart Ibsen, Rebekah Shepard, Brandon DeKock, and Timothy C. Marzullo
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Engineering ,Cost-Benefit Analysis ,International Cooperation ,United States National Aeronautics and Space Administration ,Science and engineering ,Mars ,Aerospace Engineering ,Radiation Protection ,Humans ,Spacecraft ,Cost–benefit analysis ,Weightlessness ,Management science ,business.industry ,Water ,Mars Exploration Program ,Containment of Biohazards ,Space Flight ,Economic benefits ,United States ,Physiological responses ,Increased risk ,Risk analysis (engineering) ,Aerospace Medicine ,Feasibility Studies ,business - Abstract
Mars is a compelling astrobiological target, and a human mission would provide an opportunity to collect immense amounts of scientific data. Exploration alone, however, cannot justify the increased risk. Instead, three factors drive a human mission: economics, education, and exploration. A human mission has a unique potential to inspire the next generation of young people to enter critically needed science and engineering disciplines. A mission is economically feasible, and the research and development program put in place for a human mission would propel growth in related high-technology industries. The main hurdles are human physiological responses to 1-2 years of radiation and microgravity exposure. However, enabling technologies are sufficiently mature in these areas that they can be developed within a few decade timescale. Hence, the decision of whether or not to undertake a human mission to Mars is a political decision, and thus, educational and economic benefits are the crucial factors.
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- 2005
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13. Cooling enhances in vitro survival and fusion-repair of severed axons taken from the peripheral and central nervous systems of rats
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George D. Bittner, Timothy C. Marzullo, Ronda C. Stavisky, and Joshua M. Britt
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Male ,Wallerian degeneration ,Nerve Crush ,medicine.medical_treatment ,Central nervous system ,Action Potentials ,macromolecular substances ,In Vitro Techniques ,Biology ,Polyethylene Glycols ,Rats, Sprague-Dawley ,medicine ,Animals ,Axon ,Nerve repair ,Neurons ,musculoskeletal, neural, and ocular physiology ,General Neuroscience ,Axotomy ,Anatomy ,medicine.disease ,Sciatic Nerve ,Axons ,In vitro ,Nerve Regeneration ,Rats ,Peripheral ,Cold Temperature ,medicine.anatomical_structure ,Spinal Cord ,nervous system ,Peripheral nervous system ,Solvents ,Wallerian Degeneration - Abstract
Severed segments of rat peripheral (PNS; sciatic) and central nervous system (CNS; spinal) axons continue to conduct action potentials when maintained in vitro at 6-9 degrees C for up to 7 (sciatic axons) and 2 days (spinal axons), compared with only 36 h at 37-38 degrees C for sciatic axons and 6 h for spinal axons. These PNS and CNS axonal segments can be crushed and then treated with polyethylene glycol (PEG), resulting in a rapid reconnection (fusion) of the surviving axons at the crush site, as assessed by conduction of action potentials through the crush site within minutes after PEG administration. Severed PNS or CNS axons maintained in vitro at 6-9 degrees C prior to crushing can be successfully PEG-fused for up to 4 and 1.5 days, respectively, compared with only 24 (sciatic) and 3 h (spinal) at 37-38 degrees C. These data demonstrate that cooling significantly increases both the survival time of severed mammalian PNS and CNS axons and the time that severed axons can still be PEG-fused (rejoined) to rapidly re-establish axonal continuity in vitro.
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- 2002
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14. Low cost and open source multi-fluorescence imaging system for teaching and research in biology and bioengineering
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Juan E. Keymer, Isaac Núñez, Tim Rudge, Roberto Herrera, Tamara Matute, Timothy C. Marzullo, and Fernán Federici
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0301 basic medicine ,Fluorescence-lifetime imaging microscopy ,Biomedical Research ,Bioinformatics ,Biochemistry ,Synthetic biology ,Open Science ,0302 clinical medicine ,Software ,computer.programming_language ,Multidisciplinary ,Optical Imaging ,Equipment Design ,Cameras ,Signal Filtering ,Equipment and Supplies ,Optical Equipment ,Engineering and Technology ,Medicine ,Chemical characterization ,Cellular Structures and Organelles ,Open Source Software ,Computer hardware ,Research Article ,Computer and Information Sciences ,Imaging Techniques ,Science Policy ,Science ,Biomedical Engineering ,Equipment ,DNA binding assay ,Biology ,Research and Analysis Methods ,Cell Line ,Computer Software ,03 medical and health sciences ,Open Source Hardware ,Fluorescence Imaging ,Escherichia coli ,Binding analysis ,Electronics ,Imaging Equipment ,business.industry ,Biology and Life Sciences ,Ranging ,Cell Biology ,Python (programming language) ,Microcontroller ,030104 developmental biology ,Open source hardware ,Signal Processing ,business ,Ribosomes ,computer ,030217 neurology & neurosurgery - Abstract
The advent of easy-to-use open source microcontrollers, off-the-shelf electronics and customizable manufacturing technologies has facilitated the development of inexpensive scientific devices and laboratory equipment. In this study, we describe an imaging system that integrates low-cost and open-source hardware, software and genetic resources. The multi-fluorescence imaging system consists of readily available 470 nm LEDs, a Raspberry Pi camera and a set of filters made with low cost acrylics. This device allows imaging in scales ranging from single colonies to entire plates. We developed a set of genetic components (e.g. promoters, coding sequences, terminators) and vectors following the standard framework of Golden Gate, which allowed the fabrication of genetic constructs in a combinatorial, low cost and robust manner. In order to provide simultaneous imaging of multiple wavelength signals, we screened a series of long stokes shift fluorescent proteins that could be combined with cyan/green fluorescent proteins. We found CyOFP1, mBeRFP and sfGFP to be the most compatible set for 3-channel fluorescent imaging. We developed open source Python code to operate the hardware to run time-lapse experiments with automated control of illumination and camera and a Python module to analyze data and extract meaningful biological information. To demonstrate the potential application of this integral system, we tested its performance on a diverse range of imaging assays often used in disciplines such as microbial ecology, microbiology and synthetic biology. We also assessed its potential for STEM teaching in a high school environment, using it to teach biology, hardware design, optics, and programming. Together, these results demonstrate the successful integration of open source hardware, software, genetic resources and customizable manufacturing to obtain a powerful, low cost and robust system for STEM education, scientific research and bioengineering. All the resources developed here are available under open source licenses.
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- 2017
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15. Portable conduction velocity experiments using earthworms for the college and high school neuroscience teaching laboratory
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Kyle M. Shannon, Timothy C. Marzullo, Aleksandra Jankovic, W. Jeffrey Wilson, and Gregory J. Gage
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Male ,Time Factors ,Adolescent ,Physiology ,Computer science ,Action Potentials ,Sourcebook of Laboratory Activities in Physiology ,Stimulus (physiology) ,Nerve conduction velocity ,Education ,Tactile stimuli ,Length measurement ,Young Adult ,Physical Stimulation ,Surveys and Questionnaires ,Animals ,Humans ,Oligochaeta ,Students ,Electrode placement ,College classroom ,Simulation ,Teaching ,Neurosciences ,Giant fiber ,General Medicine ,Axons ,Touch ,Models, Animal ,Educational Status ,Female ,Curriculum ,Educational Measurement ,Neural coding ,Comprehension ,Laboratories ,Neuroscience ,Locomotion - Abstract
The earthworm is ideal for studying action potential conduction velocity in a classroom setting, as its simple linear anatomy allows easy axon length measurements and the worm's sparse coding allows single action potentials to be easily identified. The earthworm has two giant fiber systems (lateral and medial) with different conduction velocities that can be easily measured by manipulating electrode placement and the tactile stimulus. Here, we present a portable and robust experimental setup that allows students to perform conduction velocity measurements within a 30-min to 1-h laboratory session. Our improvement over this well-known preparation is the combination of behaviorally relevant tactile stimuli (avoiding electrical stimulation) with the invention of minimal, low-cost, and portable equipment. We tested these experiments during workshops in both a high school and college classroom environment and found positive learning outcomes when we compared pre- and posttests taken by the students.
- Published
- 2014
16. Estimation of electrode location in a rat motor cortex by laminar analysis of electrophysiology and intracortical electrical stimulation
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Daryl R. Kipke, Azadeh Yazdan-Shahmorad, Timothy C. Marzullo, Mark J. Lehmkuhle, Gregory J. Gage, H. Parikh, and Rachel M. Miriani
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Male ,Xylazine ,Materials science ,Biomedical Engineering ,Cellular and Molecular Neuroscience ,Cortex (anatomy) ,medicine ,Animals ,Evoked Potentials ,Polarity reversal ,Neurons ,Anesthetics, Dissociative ,Motor Cortex ,Laminar flow ,Electric Stimulation ,Electrodes, Implanted ,Electrophysiological Phenomena ,Rats ,Electrophysiology ,Microelectrode ,medicine.anatomical_structure ,Electrode ,Linear Models ,Ketamine ,Extracellular Space ,Cortical column ,Neuroscience ,Adrenergic alpha-Agonists ,Microelectrodes ,Algorithms ,Biomedical engineering ,Motor cortex - Abstract
While the development of microelectrode arrays has enabled access to disparate regions of a cortex for neurorehabilitation, neuroprosthetic and basic neuroscience research, accurate interpretation of the signals and manipulation of the cortical neurons depend upon the anatomical placement of the electrode arrays in a layered cortex. Toward this end, this report compares two in vivo methods for identifying the placement of electrodes in a linear array spaced 100 µm apart based on in situ laminar analysis of (1) ketamine-xylazine-induced field potential oscillations in a rat motor cortex and (2) an intracortical electrical stimulation-induced movement threshold. The first method is based on finding the polarity reversal in laminar oscillations which is reported to appear at the transition between layers IV and V in laminar 'high voltage spindles' of the rat cortical column. Analysis of histological images in our dataset indicates that polarity reversal is detected 150.1 ± 104.2 µm below the start of layer V. The second method compares the intracortical microstimulation currents that elicit a physical movement for anodic versus cathodic stimulation. It is based on the hypothesis that neural elements perpendicular to the electrode surface are preferentially excited by anodic stimulation while cathodic stimulation excites those with a direction component parallel to its surface. With this method, we expect to see a change in the stimulation currents that elicits a movement at the beginning of layer V when comparing anodic versus cathodic stimulation as the upper cortical layers contain neuronal structures that are primarily parallel to the cortical surface and lower layers contain structures that are primarily perpendicular. Using this method, there was a 78.7 ± 68 µm offset in the estimate of the depth of the start of layer V. The polarity reversal method estimates the beginning of layer V within ±90 µm with 95% confidence and the intracortical stimulation method estimates it within ±69.3 µm. We propose that these methods can be used to estimate the in situ location of laminar electrodes implanted in the rat motor cortex.
- Published
- 2011
17. Development of closed-loop neural interface technology in a rat model: combining motor cortex operant conditioning with visual cortex microstimulation
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Daryl R. Kipke, Timothy C. Marzullo, Mark J Lehmkuhle, and Gregory J. Gage
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Male ,Deep Brain Stimulation ,Biomedical Engineering ,Sensory system ,Somatosensory system ,Article ,User-Computer Interface ,Neural ensemble ,Internal Medicine ,medicine ,Microstimulation ,Animals ,Rats, Long-Evans ,Brain–computer interface ,Visual Cortex ,General Neuroscience ,Rehabilitation ,Motor Cortex ,Somatosensory Cortex ,Electric Stimulation ,Rats ,Electrophysiology ,Visual cortex ,medicine.anatomical_structure ,Brain stimulation ,Data Interpretation, Statistical ,Conditioning, Operant ,Psychology ,Neuroscience ,Microelectrodes ,Algorithms ,Motor cortex - Abstract
Closed-loop neural interface technology that combines neural ensemble decoding with simultaneous electrical microstimulation feedback is hypothesized to improve deep brain stimulation techniques, neuromotor prosthetic applications, and epilepsy treatment. Here we describe our iterative results in a rat model of a sensory and motor neurophysiological feedback control system. Three rats were chronically implanted with microelectrode arrays in both the motor and visual cortices. The rats were subsequently trained over a period of weeks to modulate their motor cortex ensemble unit activity upon delivery of intra-cortical microstimulation (ICMS) of the visual cortex in order to receive a food reward. Rats were given continuous feedback via visual cortex ICMS during the response periods that was representative of the motor cortex ensemble dynamics. Analysis revealed that the feedback provided the animals with indicators of the behavioral trials. At the hardware level, this preparation provides a tractable test model for improving the technology of closed-loop neural devices.
- Published
- 2010
18. A small, light-weight, low-power, multichannel wireless neural recording microsystem
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Khalil Najafi, Amir Borna, Timothy C. Marzullo, and Greg Gage
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Computer science ,business.industry ,Transmitter ,Electrical engineering ,Motor Cortex ,Cockroaches ,Neurophysiology ,Power (physics) ,Rats ,Voltage-controlled oscillator ,medicine.anatomical_structure ,Application-specific integrated circuit ,Microcomputers ,Microsystem ,medicine ,Wireless ,Animals ,Telemetry ,Nervous System Physiological Phenomena ,Rats, Long-Evans ,Femur ,business ,Motor cortex - Abstract
A small (1cm(3)), light-weight (1g including batteries), low power (10mW, lasts 25 hrs), long range (22 ft.), 3-channel wireless neural recording system is designed, fabricated and characterized through in-vitro and in-vivo experiments. The transmitter comprises of an ASIC fabricated in 2-Poly, 2-Metal 1.5 microm AMIS process which can transmit data out wirelessly using on-chip VCO or low power commercial off-the-shelf (COTS) transmitters. The microsystem is employed in collecting neural signals from two different animal models: axons in cockroach leg and forelimb area of the motor cortex of a mature Long Evans rat.
- Published
- 2009
19. Neural Electrodes: Interfacing Conducting Polymer Nanotubes with the Central Nervous System: Chronic Neural Recording using Poly(3,4-ethylenedioxythiophene) Nanotubes (Adv. Mater. 37/2009)
- Author
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David C. Martin, Kip A. Ludwig, Mohammad Reza Abidian, Timothy C. Marzullo, and Daryl R. Kipke
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Conductive polymer ,chemistry.chemical_compound ,Materials science ,chemistry ,Mechanics of Materials ,Interfacing ,Mechanical Engineering ,Electrode ,General Materials Science ,Nanotechnology ,Poly(3,4-ethylenedioxythiophene) - Published
- 2009
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20. Laminar analysis of movement direction information in local field potentials of the rat motor cortex
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Daryl R. Kipke, Chie Kawahara, Shani E. Ross, Timothy C. Marzullo, and Gregory J. Gage
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genetic structures ,Movement ,Models, Neurological ,Local field potential ,Laminar analysis ,Neural Pathways ,medicine ,Animals ,Computer Simulation ,Rats, Long-Evans ,Cluster analysis ,Parametric statistics ,Brain Mapping ,Movement (music) ,business.industry ,Motor Cortex ,Pattern recognition ,Neurophysiology ,Evoked Potentials, Motor ,Rats ,medicine.anatomical_structure ,Artificial intelligence ,Primary motor cortex ,Nerve Net ,business ,Psychology ,Neuroscience ,Motor cortex - Abstract
Local field potentials (LFPs) have been proposed for use in controlling neural prosthetic devices because they can provide reliable motor and sensory-related information, and can easily be recorded over long periods of time. While studies have shown that directional information about motor movements can be inferred from LFPs, it is not known at what depth these signals should be recorded from in order to maximize the amount of movement information. Towards this end, we used a directional motor task in Long Evans rats, while sampling LFPs with an electrode consisting of 16 vertical recording sites that were evenly-spaced 100μm apart. This allowed for simultaneous recording of all layers of the motor cortex. The frequency components of LFPs were then analyzed using k-means clustering to determine directional information as a function of depth. Here we report our initial findings that superficial layers (II/III) of motor cortex may provide more information about movement directions then deeper layers (V). Information analysis of LFPs was conducted using a non- parametric clustering algorithm that estimated the statistical similarity of LFP frequency components associated with leftward and rightward movements using data from all layers of the rat primary motor cortex. Our findings suggest that the superficial layers of the motor cortex may be optimal for determining the movement direction from LFPs. We also provide evidence, using current source density (CSD) analysis, that the better decoding may be due to the synaptic activity in the upper layers.
- Published
- 2007
21. Development of Neural Interfaces for Chronic Use in Neuromotor Prosthetics
- Author
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Daryl R. Kipke, John P. Seymour, Erin K. Purcell, Timothy C. Marzullo, Gregory J. Gage, and J. Subbaroyan
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Neuromuscular stimulation ,Computer science ,Neural Prosthesis ,Human–computer interaction ,Cortical control ,Rehabilitation robotics ,Biomedical engineering ,Brain–computer interface - Abstract
This paper presents a review of our neural interface research program and provides a brief introduction to the field. We focus on three key areas which aim to minimize encapsulating tissue response to chronic neural interfaces: interface architecture, mechanical stresses, and stem cell-seeded probes. We explore these areas and present our current solutions which have led to the demonstration of cortical control of neuromotor prostheses (NMPs).
- Published
- 2007
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22. Linear Electrode Depth Estimation in Rat Motor Cortex by Laminar Analysis of Ketamine-Xylazine-Induced Oscillations
- Author
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Daryl R. Kipke, E. Kim, Gregory J. Gage, Azadeh Yazdan-Shahmorad, and Timothy C. Marzullo
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Polarity reversal ,Microelectrode ,Materials science ,medicine.anatomical_structure ,Electrode ,medicine ,Laminar flow ,Neurophysiology ,Cortical column ,Neuroscience ,Voltage ,Motor cortex ,Biomedical engineering - Abstract
While the development of silicon-substrate microelectrode arrays has enabled chronic recording of single unit activity from multiple neurons simultaneously, accurate interpretation of the signals depend on the anatomical placement of the electrodes. Toward this end, this paper develops an in vivo method for identifying the placement of electrodes based on laminar analysis of ketamine-xylazien-induced field potential oscillations in rat motor cortex. The proposed method is based on finding the polarity reversal in laminar oscillations which is reported to appear in upper part of layer V in laminar High Voltage Spindles (HVSs) of rat cortical column. Analysis of histological images showed a 21 mum error in the estimate of the polarity reversal depth compared to the expected range (850-1050 mum). One out of the four rats did not undergo a phase reversal. Histology verified that the electrode was placed deeper than 1050 jim. We propose that this method can be used to determine an estimate of laminar electrodes implanted in rat motor cortex
- Published
- 2007
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23. A Direct Visual and Motor Neural Interface Demonstration in a Rat
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E. Kim, Timothy C. Marzullo, M.J. Lehmkuhle, and Daryl R. Kipke
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Visual cortex ,medicine.anatomical_structure ,medicine ,Microstimulation ,Operant conditioning ,Sensory system ,Stimulus (physiology) ,Psychology ,Reinforcement ,Neuroscience ,Brain–computer interface ,Motor cortex - Abstract
Developments of the past decades have shown it is possible to decode and extract control signals directly from the brain for use in neuromotor prosthetics. Currently, there is a push towards developing closed loop interface systems. Here we describe our early results in a rat model of a sensory/motor neurophysiological feedback control system. Traditional operant conditioning techniques historically train an animal to increase or decrease the occurrence of a behavior in response to a stimulus using various types of reinforcement. Here we demonstrate a rat performing an operant conditioning task with the modification that the rat's behavioral output and stimulus input are accessed via direct electrical connections with the brain. Our preliminary results here show a rat successfully trained to modulate the firing rates of its motor cortex in response to intra-cortical microstimulation of the visual cortex.
- Published
- 2007
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24. In-vivo Evaluation of Chronically Implanted Neural Microelectrode Arrays Modified with Poly (3,4-ethylenedioxythiophene) Nanotubes
- Author
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Daryl R. Kipke, Mohammad Reza Abidian, L.G. Salas, David C. Martin, Timothy C. Marzullo, and Azadeh Yazdan-Shahmorad
- Subjects
Conductive polymer ,Microelectrode ,chemistry.chemical_compound ,Materials science ,PEDOT:PSS ,chemistry ,Neural Prosthesis ,Electrode ,Nanotechnology ,Electrical impedance ,Poly(3,4-ethylenedioxythiophene) ,Dielectric spectroscopy ,Biomedical engineering - Abstract
The interface between neural prostheses and neural tissue plays a significant role in the long term performance of these devices. Conducting polymers have been used to modify the electrical properties of neural microelectrodes. The objective of this study was to evaluate recording chronic neural activity of neural microelectrodes that were modified with nanofibers-templated of poly (3,4-ethylenedioxythiophene) (PEDOT) nanotubes over seven week periods using impedance spectroscopy and signal-to-noise ratio measurements. PEDOT nanotubes-coated sites were found to have lower impedance and higher signal-to-noise ratio than control site.
- Published
- 2007
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25. Spikes, Local Field Potentials, and Electrocorticogram Characterization during Motor Learning in Rats for Brain Machine Interface Tasks
- Author
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L. Trejo, Timothy C. Marzullo, J.R. Dudley, C.R. Miller, and Daryl R. Kipke
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medicine.anatomical_structure ,Computer science ,medicine ,Local field potential ,Motor learning ,Neuroscience ,Motor cortex ,Biomedical engineering ,Brain–computer interface - Abstract
Brain machine interface development typically falls into two arenas, invasive extracellular recording and non-invasive electroencephalogram recording methods. The relationship between action potentials and field potentials is not well understood, and investigation of interrelationships may improve design of neuroprosthetic control systems. Rats were trained on a motor learning task whereby they had to insert their noses into an aperture while simultaneously pressing down on levers with their forepaws; spikes, local field potentials (LFPs), and electrocorticograms (ECoGs) over the motor cortex were recorded and characterized. Preliminary results suggest that the LFP activity in lower cortical layers oscillates with the ECoG.
- Published
- 2005
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26. Real-time Detection of Unitary Events For Cortical Control
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H. Parikh, Daryl R. Kipke, Timothy C. Marzullo, and Gregory J. Gage
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medicine.anatomical_structure ,Real-time Control System ,Computer science ,Cortical control ,Encoding (memory) ,medicine ,Context (language use) ,Spike (software development) ,Neuron ,Neurophysiology ,Neuroscience ,Synchronization - Abstract
Traditional brain-machine interfaces have typically focused on methods that use rate-based codes as a source for control signals. Opposed to rate, timing of firing across different neurons and within each neuron could also provide information that can be used for controlling brain-machine interfaces or neuroprosthetic devices. Findings have indicated that synchronization of individual spike discharges may help serve the organization of cortical motor processes. We are investigating neural firing synchrony in the context of using it for real-time control for neuroprostheses systems. Our results with rats suggest that subjects can be trained to synchronize neural firing and increase unitary events i.e. spike coincidence patterns that are significantly above chance. Temporal coding methods could be used as additional or alternative cortical control signals for neuroprostheses and brain machine interfaces.
- Published
- 2005
- Full Text
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27. Degeneration of mammalian PNS and CNS axons is accelerated by incubation with protein synthesis inhibitors
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Ronda C. Stavisky, Tuan Pham, Joshua M. Britt, Timothy C. Marzullo, George D. Bittner, and Aleksej Zuzek
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Male ,Action Potentials ,Degeneration (medical) ,Cycloheximide ,Biology ,Rats, Sprague-Dawley ,chemistry.chemical_compound ,Organ Culture Techniques ,Protein biosynthesis ,Animals ,Incubation ,Anisomycin ,Protein Synthesis Inhibitors ,Protein synthesis inhibitor ,Dose-Response Relationship, Drug ,General Neuroscience ,General Medicine ,Sciatic Nerve ,In vitro ,Axons ,Cell biology ,Compound muscle action potential ,Rats ,Cold Temperature ,nervous system ,chemistry ,Biochemistry ,Spinal Cord ,Female ,Wallerian Degeneration - Abstract
Protein synthesis inhibitors (PSIs) increase the rate of degeneration, as measured by compound action potential (CAP) conduction, in segments of rat PNS and CNS axons. Sciatic axonal segments maintained in vitro in Krebs at 37-38 degrees C generate CAPs for 24 h compared to 8 h for axons exposed to Krebs containing two PSIs, 100 microM anisomycin and/or 35 microM cycloheximide. Spinal axonal segments at 37-38 degrees C generate CAPs for 3 h compared to 2 h for axons exposed to Krebs containing PSIs. While cooling (6-9 degrees C) slows degeneration rate, cooled sciatic axons exposed to PSIs exhibit lower peak CAPs compared to cooled control segments (P0.005).
- Published
- 2003
28. Use of a Bayesian maximum-likelihood classifier to generate training data for brain–machine interfaces
- Author
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Kip A. Ludwig, Daryl R. Kipke, Timothy C. Marzullo, Nicholas B. Langhals, and Rachel M. Miriani
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Visual perception ,Computer science ,Interface (computing) ,Bayesian probability ,Biomedical Engineering ,Local field potential ,Machine learning ,computer.software_genre ,Article ,Task (project management) ,Rats, Sprague-Dawley ,Bayes' theorem ,User-Computer Interface ,Cellular and Molecular Neuroscience ,Artificial Intelligence ,Animals ,Cerebral Cortex ,Neurons ,Likelihood Functions ,Training set ,Behavior, Animal ,business.industry ,Maximum likelihood classifier ,Bayes Theorem ,Electroencephalography ,Signal Processing, Computer-Assisted ,Pattern recognition ,Neural engineering ,Electric Stimulation ,Electrodes, Implanted ,Electrophysiological Phenomena ,Rats ,Evoked Potentials, Auditory ,Visual Perception ,Conditioning, Operant ,State (computer science) ,Artificial intelligence ,business ,computer ,Decoding methods ,Algorithms ,Psychomotor Performance - Abstract
Brain–machine interface decoding algorithms need to be predicated on assumptions that are easily met outside of an experimental setting to enable a practical clinical device. Given present technological limitations, there is a need for decoding algorithms which (a) are not dependent upon a large number of neurons for control, (b) are adaptable to alternative sources of neuronal input such as local field potentials (LFPs), and (c) require only marginal training data for daily calibrations. Moreover, practical algorithms must recognize when the user is not intending to generate a control output and eliminate poor training data. In this paper, we introduce and evaluate a Bayesian maximum-likelihood estimation strategy to address the issues of isolating quality training data and self-paced control. Six animal subjects demonstrate that a multiple state classification task, loosely based on the standard center-out task, can be accomplished with fewer than five engaged neurons while requiring less than ten trials for algorithm training. In addition, untrained animals quickly obtained accurate device control, utilizing LFPs as well as neurons in cingulate cortex, two non-traditional neural inputs.
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- 2011
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29. Reduction of neurovascular damage resulting from microelectrode insertion into the cerebral cortex usingin vivotwo-photon mapping
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Edward B. Brown, Ania K. Majewska, Nicholas B. Langhals, F. Hooi, Daryl R. Kipke, Timothy C. Marzullo, and Takashi D. Y. Kozai
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Cerebral Cortex ,Male ,Materials science ,Biomedical Engineering ,Neurovascular bundle ,Article ,Electrodes, Implanted ,Mice ,Cellular and Molecular Neuroscience ,Electrophysiology ,Microelectrode ,Microscopy, Fluorescence, Multiphoton ,medicine.anatomical_structure ,Surgery, Computer-Assisted ,Two-photon excitation microscopy ,In vivo ,Cerebral cortex ,Brain Injuries ,Cortex (anatomy) ,medicine ,Animals ,Blood vessel ,Biomedical engineering - Abstract
Penetrating neural probe technologies allow investigators to record electrical signals in the brain. The implantation of probes causes acute tissue damage, partially due to vasculature disruption during probe implantation. This trauma can cause abnormal electrophysiological responses and temporary increases in neurotransmitter levels, and perpetuate chronic immune responses. A significant challenge for investigators is to examine neurovascular features below the surface of the brain in vivo. The objective of this study was to investigate localized bleeding resulting from inserting microscale neural probes into the cortex using two-photon microscopy (TPM) and to explore an approach to minimize blood vessel disruption through insertion methods and probe design. 3D TPM images of cortical neurovasculature were obtained from mice and used to select preferred insertion positions for probe insertion to reduce neurovasculature damage. There was an 82.8 +/- 14.3% reduction in neurovascular damage for probes inserted in regions devoid of major (5 microm) sub-surface vessels. Also, the deviation of surface vessels from the vector normal to the surface as a function of depth and vessel diameter was measured and characterized. 68% of the major vessels were found to deviate less than 49 microm from their surface origin up to a depth of 500 microm. Inserting probes more than 49 microm from major surface vessels can reduce the chances of severing major sub-surface neurovasculature without using TPM.
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- 2010
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30. Lower layers in the motor cortex are more effective targets for penetrating microelectrodes in cortical prostheses
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Timothy C. Marzullo, Daryl R. Kipke, and H. Parikh
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Male ,Biomedical Engineering ,Action Potentials ,Spatial Behavior ,Motor Activity ,Article ,Cellular and Molecular Neuroscience ,Cortex (anatomy) ,Electrode array ,medicine ,Animals ,Rats, Long-Evans ,Neurons ,Principal Component Analysis ,Motor Cortex ,Prostheses and Implants ,Electrodes, Implanted ,Rats ,Microelectrode ,medicine.anatomical_structure ,Aggregate analysis ,Shoulder region ,Electrode ,Direction information ,Microelectrodes ,Neuroscience ,Motor cortex - Abstract
Improving cortical prostheses requires the development of recording neural interfaces that are efficient in terms of providing maximal control information with minimal interface complexity. While the typical approaches have targeted neurons in the motor cortex with multiple penetrating shanks, an alternative approach is to determine an efficient distribution of electrode sites within the layers of the cortex with fewer penetrating shanks. The objective of this study was to compare unit activity in the upper and lower layers of the cortex with respect to movement and direction in order to inform the design of penetrating microelectrodes. Four rats were implanted bilaterally with multi-site single-shank silicon microelectrode arrays in the neck/shoulder region of the motor cortex. We simultaneously recorded unit activity across all layers of the motor cortex while the animal was engaged in a movement direction task. Localization of the electrode array within the different layers of the cortex was determined by histology. We denoted units from layers 2 and 3 and units as upper layer units, and units from layers 5 and 6 as lower layer units. Analysis of unit spiking activity demonstrated that both the upper and lower layers encode movement and direction information. Unit responses in either cortical layer of the cortex were not preferentially associated with contralateral or ipsilateral movement. Aggregate analysis (633 neurons) and best session analysis (75 neurons) indicated that units in the lower layers (layers 5, 6) are more likely to encode direction information when compared to units in the upper layers (layers 2, 3) (p< 0.05). These results suggest that electrode sites clustered in the lower layers provide access to more salient control information for cortical neuroprostheses.
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- 2009
- Full Text
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31. Laminar characterization of spiking activity in the rat motor cortex
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Timothy C. Marzullo, Daryl R. Kipke, Azadeh Yazdan-Shahmorad, H. Parikh, and Gregory J. Gage
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Male ,Cell type ,Brain Mapping ,Neocortex ,Motor Cortex ,Local field potential ,Neurophysiology ,Biology ,Electric Stimulation ,Rats ,Electrophysiology ,medicine.anatomical_structure ,Cortex (anatomy) ,Brain Injuries ,Electrode ,medicine ,Animals ,Rats, Long-Evans ,Microelectrodes ,Biomedical engineering ,Motor cortex - Abstract
The neocortex is a six-layered tissue consisting of different cell types. How does unit activity in the different layers of the motor cortex relate to movement? Does implantation in a particular layer improve direction decoding ability for a neuroprosthetic device? We simultaneously recorded unit activity in different layers of the rat motor cortex using chronic multi-site silicon electrodes. We used a combination of histology and electrophysiological signatures of Local Field Potentials (LFPs) to accurately localize the electrode sites in the different layers of the cortex. We analyzed 142 units from two animals and found that 40 units (28%) in Layers II to V showed significant modulation with respect to movement. Of these units that showed significant modulation, 9/20 (45%) of units in Layers II/III encoded directional information as compared to 15/19 (79%) of the units in Layers IV/V. These preliminary results suggest that units in Layers IV/V relatively contain more directional information than other layers of the cortex.
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