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Wood LJ, Putney J, Sponberg S. Flight power muscles have a coordinated, causal role in controlling hawkmoth pitch turns. J Exp Biol 2024; 227:jeb246840. [PMID: 39475128 PMCID: PMC11698061 DOI: 10.1242/jeb.246840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 10/14/2024] [Indexed: 12/19/2024]
Abstract
Flying insects solve a daunting control problem of generating a patterned and precise motor program to stay airborne and generate agile maneuvers. In this motor program, each muscle encodes information about movement in precise spike timing down to the millisecond scale. Whereas individual muscles share information about movement, we do not know whether they have separable effects on an animal's motion, or whether muscles functionally interact such that the effects of any muscle's timing depend heavily on the state of the entire musculature. To answer these questions, we performed spike-resolution electromyography and electrical stimulation in the hawkmoth Manduca sexta during tethered flapping. We specifically explored how flight power muscles contribute to pitch control. Combining correlational study of visually induced turns with causal manipulation of spike timing, we discovered likely coordination patterns for pitch turns, and investigated whether these patterns can drive pitch control. We observed significant timing change of the main downstroke muscles, the dorsolongitudinal muscles (DLMs), associated with pitch turns. Causally inducing this timing change in the DLMs with electrical stimulation produced a consistent, mechanically relevant feature in pitch torque, establishing that power muscles in M. sexta have a control role in pitch. Because changes were evoked in only the DLMs, however, these pitch torque features left large unexplained variation. We found this unexplained variation indicates significant functional overlap in pitch control such that precise timing of one power muscle does not produce a precise turn, demonstrating the importance of coordination across the entire motor program for flight.
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Affiliation(s)
- Leo J. Wood
- Quantitative Biosciences Program, Georgia Institute of Technology, Atlanta, GA 30313, USA
- School of Physics, Georgia Institute of Technology, Atlanta, GA 30313, USA
| | - Joy Putney
- Quantitative Biosciences Program, Georgia Institute of Technology, Atlanta, GA 30313, USA
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA 30313, USA
| | - Simon Sponberg
- Quantitative Biosciences Program, Georgia Institute of Technology, Atlanta, GA 30313, USA
- School of Physics, Georgia Institute of Technology, Atlanta, GA 30313, USA
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA 30313, USA
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2
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Kai K, Nguyen HD, Wan WY, Sato H. The Walking Control of a Crab Biorobot in Amphibious Environment. Soft Robot 2024; 11:596-605. [PMID: 38422187 DOI: 10.1089/soro.2023.0033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2024] Open
Abstract
This article describes development of a crab biorobot that is capable of traversing diverse environments including both land and water. We have transformed a living rainbow crab into a walking biorobot by attaching wireless controller. An anatomical and physiological investigation revealed the rainbow crabs have sensory system on the carapace. Based on this finding, we implanted electrodes into the carapace. The walking direction of the robot is controlled through electrical stimulation provided by the controller. Depending on this site, the crab biorobot is induced to walk forward, leftward, and rightward in both terrestrial and underwater conditions. There is no significant difference in the mean walking direction between the two conditions. Smooth transition from land to water of the crab biorobot further demonstrates the adaptability to amphibious environment. This biorobot is compact, measuring 5 cm in carapace and weighing 50 g including the wireless controller. The crab biorobot in this scale has a potential for application narrow and unstructured in waterfront environments.
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Affiliation(s)
- Kazuki Kai
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore, Singapore
| | - Huu Duoc Nguyen
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore, Singapore
| | - Wei Yang Wan
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore, Singapore
| | - Hirotaka Sato
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore, Singapore
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3
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Liu Z, Gu Y, Yu L, Yang X, Ma Z, Zhao J, Gu Y. Locomotion Control of Cyborg Insects by Charge-Balanced Biphasic Electrical Stimulation. CYBORG AND BIONIC SYSTEMS 2024; 5:0134. [PMID: 38975251 PMCID: PMC11223913 DOI: 10.34133/cbsystems.0134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 05/09/2024] [Indexed: 07/09/2024] Open
Abstract
The integration of electronic stimulation devices with insects in the context of cyborg insect systems has great application potential, particularly in the fields of environmental monitoring, urban surveillance, and rescue missions. Despite considerable advantages compared to the current robot technology, including flexibility, durability, and low energy consumption, this integration faces certain challenges related to the potential risk of charge accumulation caused by prolonged and repetitive electrical stimulations. To address these challenges, this study proposes a universal system for remote signal output control using infrared signals. The proposed system integrates high-precision digital-to-analog converters capable of generating customized waveform electrical stimulation signals within defined ranges. This enhances the accuracy of locomotion control in cyborg insects while maintaining real-time control and dynamic parameter adjustment. The proposed system is verified by experiments. The experimental results show that the signals generated by the proposed system have a success rate of over 76.25% in controlling the turning locomotion of cyborg insects, which is higher than previously reported results. In addition, the charge-balanced characteristics of these signals can minimize muscle tissue damage, thus substantially enhancing control repeatability. This study provides a comprehensive solution for the remote control and monitoring of cyborg insects, whose flexibility and adaptability can meet various application and experimental requirements. The results presented in this study lay a robust foundation for further advancement of various technologies, particularly those related to cyborg insect locomotion control systems and wireless control mechanisms for cyborg insects.
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Affiliation(s)
- Zhong Liu
- School of Computing and Artificial Intelligence,
Beijing Technology and Business University, Beijing 100048, China
| | - Yongxia Gu
- School of Computing and Artificial Intelligence,
Beijing Technology and Business University, Beijing 100048, China
| | - Li Yu
- School of Mechanical Engineering,
Beijing Institute of Technology, Beijing 100081, China
| | - Xiang Yang
- School of Computing and Artificial Intelligence,
Beijing Technology and Business University, Beijing 100048, China
| | - Zhiyun Ma
- School of Mechanical Engineering,
Beijing Institute of Technology, Beijing 100081, China
| | - Jieliang Zhao
- School of Mechanical Engineering,
Beijing Institute of Technology, Beijing 100081, China
| | - Yufei Gu
- New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates
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4
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Sun T, Tsaava T, Peragine J, Crosfield C, Lopez MF, Modi R, Sharma R, Li C, Sohal H, Chang EH, Rieth L. Flexible IrO x neural electrode for mouse vagus nerve stimulation. Acta Biomater 2023; 159:394-409. [PMID: 36669547 PMCID: PMC10823593 DOI: 10.1016/j.actbio.2023.01.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 12/26/2022] [Accepted: 01/10/2023] [Indexed: 01/19/2023]
Abstract
Vagus nerve stimulation (VNS) is being actively explored as a treatment for multiple conditions as part of bioelectronic medicine research. Reliable and safe VNS in mouse models is a critical need for understanding mechanisms of these. We report on the development and evaluation of a microfabricated cuff electrode (MouseFlex) constructed of polyimide (PI) and with iridium oxide (IrOx) electrodes that is thermoformed to 86 µm ± 12 µm radius to interface the mouse cervical vagus nerve (r ≈ 50 µm). Innovative bench-top methods were used to evaluate the stimulation stability and electrochemical properties of electrodes. Our aggressive stimulation stability (Stim-Stab) test utilized 1 billion pulses at a 1000 Hz with a current density of 6.28 A/cm2 (1.51 mC/cm2/phase) delivering 3023 × 103 C/cm2 to evaluate electrode lifetimes, and all electrodes remained functional. We also investigated the effects of thermoforming on their impedance, charge storage capacity (CSC), and charge injection capacity (CIC). The modest changes in electrochemical properties indicate that the thermoforming process was well tolerated. Thermoformed electrode safety and efficacy were evaluated in-vivo by performing acute VNS in mice and monitoring their heart and respiration rate as biomarkers. Their electrochemical properties were also measured before, during and after VNS. Bradycardia and bradypnea were reliably induced at stimulation currents of 100 to 200 µA, well below the in-vivo CIC of ∼1250 µA (∼0.5 mC/cm2), supporting their safety and efficacy. The electrode impedance increased and CIC decreased during in-vivo use, but largely reversed these changes in in-vitro testing after enzymatic cleaning, supporting their tolerance for surgical use. STATEMENT OF SIGNIFICANCE: Vagus nerve stimulation (VNS) is a rapidly growing aspect of healthcare and bioelectronic medicine research. Reliable and safe VNS in mice with small diameter (d ≈ 100 µm) nerves has been a challenge due to achieving intimate contact with the nerve, and the stimulation stability of commonly used electrodes. We demonstrate a microfabricated (MouseFlex) cuff electrode constructed of polyimide with IrOx electrodes that is thermoformed to contact the mouse cervical vagus. Bench studies highlight the stimulation stability exceeded 109 pulses at 6.28 A/cm2 and their electrochemical properties were measured before, during, and after bench and nerve stimulation. Nerve stimulation induced bradycardia and bradypnea at currents below the in-vivo charge injection capacity, supporting their safety, efficacy, and tolerance for surgical handling.
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Affiliation(s)
- Tao Sun
- Mechanical & Aerospace Engineering Department, Benjamin M. Statler College of Engineering & Mineral Resources, West Virginia University, Morgantown, WV 26505, United States
| | - Téa Tsaava
- Institute of Bioelectronic Medicine, Feinstein Institutes for Medical Research, Manhasset, New York 11030, United States
| | - Joanne Peragine
- Institute of Bioelectronic Medicine, Feinstein Institutes for Medical Research, Manhasset, New York 11030, United States
| | - Christine Crosfield
- Institute of Bioelectronic Medicine, Feinstein Institutes for Medical Research, Manhasset, New York 11030, United States
| | | | - Romil Modi
- Institute of Bioelectronic Medicine, Feinstein Institutes for Medical Research, Manhasset, New York 11030, United States
| | - Rohit Sharma
- Electrical and Computer Engineering Department, University of Utah, Salt Lake City, UT 84112, United States; Applied Biosensors, Salt Lake City, UT 84115, United States
| | - Chunyan Li
- Institute of Bioelectronic Medicine, Feinstein Institutes for Medical Research, Manhasset, New York 11030, United States
| | | | - Eric H Chang
- Institute of Bioelectronic Medicine, Feinstein Institutes for Medical Research, Manhasset, New York 11030, United States
| | - Loren Rieth
- Mechanical & Aerospace Engineering Department, Benjamin M. Statler College of Engineering & Mineral Resources, West Virginia University, Morgantown, WV 26505, United States.
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Webster-Wood VA, Guix M, Xu NW, Behkam B, Sato H, Sarkar D, Sanchez S, Shimizu M, Parker KK. Biohybrid robots: recent progress, challenges, and perspectives. BIOINSPIRATION & BIOMIMETICS 2022; 18:015001. [PMID: 36265472 DOI: 10.1088/1748-3190/ac9c3b] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 10/20/2022] [Indexed: 06/16/2023]
Abstract
The past ten years have seen the rapid expansion of the field of biohybrid robotics. By combining engineered, synthetic components with living biological materials, new robotics solutions have been developed that harness the adaptability of living muscles, the sensitivity of living sensory cells, and even the computational abilities of living neurons. Biohybrid robotics has taken the popular and scientific media by storm with advances in the field, moving biohybrid robotics out of science fiction and into real science and engineering. So how did we get here, and where should the field of biohybrid robotics go next? In this perspective, we first provide the historical context of crucial subareas of biohybrid robotics by reviewing the past 10+ years of advances in microorganism-bots and sperm-bots, cyborgs, and tissue-based robots. We then present critical challenges facing the field and provide our perspectives on the vital future steps toward creating autonomous living machines.
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Affiliation(s)
- Victoria A Webster-Wood
- Mechanical Engineering, Biomedical Engineering (by courtesy), McGowan Institute of Regenerative Medicine, Carnegie Mellon University, Pittsburgh, PA 15116, United States of America
| | - Maria Guix
- Institute for Bioengineering of Catalonia (IBEC), Barcelona Institute of Science and Technology (BIST), Baldiri-Reixac 10-12, 08028 Barcelona, Spain
- Departament de Ciència dels Materials i Química Física, Institut de Química Teòrica i Computacional Barcelona, Universitat de Barcelona, 08028 Barcelona, Spain
| | - Nicole W Xu
- Laboratories for Computational Physics and Fluid Dynamics, U.S. Naval Research Laboratory, Code 6041, Washington, DC, United States of America
| | - Bahareh Behkam
- Department of Mechanical Engineering, Institute for Critical Technology and Applied Science, Blacksburg, VA 24061, United States of America
| | - Hirotaka Sato
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, 65 Nanyang Drive, Singapore, 637460, Singapore
| | - Deblina Sarkar
- MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America
| | - Samuel Sanchez
- Institute for Bioengineering of Catalonia (IBEC), Barcelona Institute of Science and Technology (BIST), Baldiri-Reixac 10-12, 08028 Barcelona, Spain
- Catalan Institute for Research and Advanced Studies (ICREA), Avda. Lluis Companys 23, 08010 Barcelona, Spain
| | - Masahiro Shimizu
- Department of Systems Innovation, Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama-machi, Toyonaka, Osaka, Japan
| | - Kevin Kit Parker
- Disease Biophysics Group, Wyss Institute for Biologically Inspired Engineering and School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, United States of America
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6
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Walton F, Cerezo-Sanchez M, McGlynn E, Das R, Heidari H. Cleanroom strategies for micro- and nano-fabricating flexible implantable neural electronics. PHILOSOPHICAL TRANSACTIONS. SERIES A, MATHEMATICAL, PHYSICAL, AND ENGINEERING SCIENCES 2022; 380:20210009. [PMID: 35658678 PMCID: PMC9168450 DOI: 10.1098/rsta.2021.0009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Implantable electronic neural interfaces typically take the form of probes and are made with rigid materials such as silicon and metals. These have advantages such as compatibility with integrated microchips, simple implantation and high-density nanofabrication but tend to be lacking in terms of biointegration, biocompatibility and durability due to their mechanical rigidity. This leads to damage to the device or, more importantly, the brain tissue surrounding the implant. Flexible polymer-based probes offer superior biocompatibility in terms of surface biochemistry and better matched mechanical properties. Research which aims to bring the fabrication of electronics on flexible polymer substrates to the nano-regime is remarkably sparse, despite the push for flexible consumer electronics in the last decade or so. Cleanroom-based nanofabrication techniques such as photolithography have been used as pattern transfer methods by the semiconductor industry to produce single nanometre scale devices and are now also used for making flexible circuit boards. There is still much scope for miniaturizing flexible electronics further using photolithography, bringing the possibility of nanoscale, non-invasive, high-density flexible neural interfacing. This work explores the fabrication challenges of using photolithography and complementary techniques in a cleanroom for producing flexible electronic neural probes with nanometre-scale features. This article is part of the theme issue 'Advanced neurotechnologies: translating innovation for health and well-being'.
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Affiliation(s)
- Finlay Walton
- Microelectronics Lab, James Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK
| | - Maria Cerezo-Sanchez
- Microelectronics Lab, James Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK
| | - Eve McGlynn
- Microelectronics Lab, James Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK
| | - Rupam Das
- Microelectronics Lab, James Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK
| | - Hadi Heidari
- Microelectronics Lab, James Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK
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7
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Yu L, Zhao J, Ma Z, Wang W, Yan S, Jin Y, Fang Y. Experimental Verification on Steering Flight of Honeybee by Electrical Stimulation. CYBORG AND BIONIC SYSTEMS 2022. [DOI: 10.34133/2022/9895837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The artificial locomotion control strategy is the fundamental technique to ensure the accomplishment of the preset assignments for cyborg insects. The existing research has recognized that the electrical stimulation applied to the optic lobes was an appropriate flight control strategy for small insects represented by honeybee. This control technique has been confirmed to be effective for honeybee flight initiation and cessation. However, its regulation effect on steering locomotion has not been fully verified. Here, we investigated the steering control effect of honeybee by applying electrical stimulation signals with different duty cycles and frequencies on the unilateral optic lobes and screened the stimulus parameters with the highest response successful rate. Moreover, we confirmed the effectiveness of steering control by verifying the presence of rotation torque on tethered honeybees and the body orientation change of crawling honeybees. Our study will contribute some reliable parameter references to the motion control of cyborg honeybees.
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Affiliation(s)
- Li Yu
- School of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, China
| | - Jieliang Zhao
- School of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, China
| | - Zhiyun Ma
- School of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, China
| | - Wenzhong Wang
- School of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, China
| | - Shaoze Yan
- Division of Intelligent and Biomechanical Systems, State Key Laboratory of Tribology, Department of Mechanical Engineering, Tsinghua University, Beijing 100084, China
| | - Yue Jin
- Institute of Apicultural Research, Chinese Academy of Agricultural Science, 100193, China
| | - Yu Fang
- Institute of Apicultural Research, Chinese Academy of Agricultural Science, 100193, China
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8
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Vo-Doan TT, Dung VT, Sato H. A Cyborg Insect Reveals a Function of a Muscle in Free Flight. CYBORG AND BIONIC SYSTEMS 2022; 2022:9780504. [PMID: 36285304 PMCID: PMC9494732 DOI: 10.34133/2022/9780504] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 03/21/2022] [Indexed: 11/29/2022] Open
Abstract
While engineers put lots of effort, resources, and time in building insect scale micro aerial vehicles (MAVs) that fly like insects, insects themselves are the real masters of flight. What if we would use living insect as platform for MAV instead? Here, we reported a flight control via electrical stimulation of a flight muscle of an insect-computer hybrid robot, which is the interface of a mountable wireless backpack controller and a living beetle. The beetle uses indirect flight muscles to drive wing flapping and three major direct flight muscles (basalar, subalar, and third axilliary (3Ax) muscles) to control the kinematics of the wings for flight maneuver. While turning control was already achieved by stimulating basalar and 3Ax muscles, electrical stimulation of subalar muscles resulted in braking and elevation control in flight. We also demonstrated around 20 degrees of contralateral yaw and roll by stimulating individual subalar muscle. Stimulating both subalar muscles lead to an increase of 20 degrees in pitch and decelerate the flight by 1.5 m/s2 as well as an induce in elevation of 2 m/s2.
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Affiliation(s)
- T. Thang Vo-Doan
- Nanyang Technological University, School of Mechanical and Aerospace Engineering, Singapore
- University of Freiburg, Institute of Biology I, Germany
| | - V. Than Dung
- Nanyang Technological University, School of Mechanical and Aerospace Engineering, Singapore
| | - Hirotaka Sato
- Nanyang Technological University, School of Mechanical and Aerospace Engineering, Singapore
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10
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Flavin MT, Paul MA, Lim AS, Abdulhamed S, Lissandrello CA, Ajemian R, Lin SJ, Han J. Rapid and Low Cost Manufacturing of Cuff Electrodes. Front Neurosci 2021; 15:628778. [PMID: 33664647 PMCID: PMC7920973 DOI: 10.3389/fnins.2021.628778] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Accepted: 01/26/2021] [Indexed: 11/13/2022] Open
Abstract
For many peripheral neuro-modulation applications, the cuff electrode has become a preferred technology for delivering electrical current into targeted volumes of tissue. While basic cuffs with low spatial selectivity, having longitudinally arranged contacts, can be produced from relatively straightforward processes, the fabrication of more complex electrode configurations typically requires iterative design and clean-room fabrication with skilled technicians. Although facile methods for fabricating cuff electrodes exist, their inconsistent products have limited their adoption for rapid manufacturing. In this article, we report a fast, low-cost fabrication process for patterning of electrode contacts in an implantable peripheral nerve cuff. Using a laser cutter as we have prescribed, the designer can render precise contact geometries that are consistent between batches. This method is enabled by the use of silicone/carbon black (CB) composite electrodes, which integrate with the patterned surface of its substrate-tubular silicone insulation. The size and features of its products can be adapted to fit a wide range of nerve diameters and applications. In this study, we specifically documented the manufacturing and evaluation of circumpolar cuffs with radial arrays of three contacts for acute implantation on the rat sciatic nerve. As part of this method, we also detail protocols for verification-electrochemical characterization-and validation-electrophysiological evaluation-of implantable cuff electrodes. Applied to our circumpolar cuff electrode, we report favorable electrical characteristics. In addition, we report that it reproduces expected electrophysiological behaviors described in prior literature. No specialized equipment or fabrication experience was required in our production, and we encountered negligible costs relative to commercially available solutions. Since, as we demonstrate, this process generates consistent and precise electrode geometries, we propose that it has strong merits for use in rapid manufacturing.
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Affiliation(s)
- Matthew T. Flavin
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, United States
- The Charles Stark Draper Laboratory, Inc., Cambridge, MA, United States
| | - Marek A. Paul
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
- Department of Neurosurgery, Lower Silesia Specialist Hospital, Wrocław, Poland
| | - Alexander S. Lim
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Senan Abdulhamed
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | | | - Robert Ajemian
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Samuel J. Lin
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Jongyoon Han
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, United States
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States
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Ando N, Kanzaki R. Insect-machine hybrid robot. CURRENT OPINION IN INSECT SCIENCE 2020; 42:61-69. [PMID: 32992040 DOI: 10.1016/j.cois.2020.09.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 09/12/2020] [Accepted: 09/16/2020] [Indexed: 06/11/2023]
Abstract
Recently, insect-machine hybrid robots have been developed that incorporate insects into robots or incorporate machines into insects. Most previous studies were motivated to use the function of insects for robots, but this technology can also prove to be useful as an experimental tool for neuroethology. We reviewed hybrid robots in terms of the closed-loop between an insect, a robot, and the real environment. The incorporated biological components provided the robot sensory signals that were received by the insects and the adaptive functions of the brain. The incorporated artificial components permitted us to understand the biological system by controlling insect behavior. Hybrid robots thus extend the roles of mobile robot experiments in neuroethology for both model evaluation and brain function analysis.
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Affiliation(s)
- Noriyasu Ando
- Department of Systems Life Engineering, Maebashi Institute of Technology, 460-1, Kamisadori-cho, Maebashi, Gunma 371-0816, Japan.
| | - Ryohei Kanzaki
- Research Center for Advanced Science and Technology, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8904, Japan
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Research on Key Techniques of Insect Flapping Onset Control Based on Electrical Stimulation. SENSORS 2019; 20:s20010239. [PMID: 31906176 PMCID: PMC6982826 DOI: 10.3390/s20010239] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Revised: 12/17/2019] [Accepted: 12/27/2019] [Indexed: 12/05/2022]
Abstract
In this paper, an insect flapping onset control method based on electrical stimulation is proposed. The beetle (Allomyrina dithotomus, Coleoptera) is employed for the research carrier, and it’s left and right longitudinal muscles are electrically stimulated to control the flapping onset behavior. The control principle of insect flapping onset utilizing electrical stimulation is analyzed firstly followed by the movement function of the dorsal longitudinal muscle. Subsequently, a micro-control system, which is composed of a PC controller, coordinator and electronic backpack, is designed to realize the wireless control of beetle movements. Finally, the verification experiment is implemented to verify the effectiveness of dorsal longitudinal muscle stimulation with respect to the beetle flapping onset, whereas the comparative experiment emphasizes on determining optimal simulating parameters. The experimental results demonstrate that when the period, duty ratio, number of and amplitude of pulses stimulation signal are assigned to 5 ms, 20%, 90 and 3.3 V respectively, the beetle flapping onset can be controlled with an average response time of 1.69 s. Simultaneously, the optimization of duty ratio from 20% to 40%, and the number of pulses from 90 to 100, is proved to the best parameter configuration.
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13
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McAvoy M, Tsosie JK, Vyas KN, Khan OF, Sadtler K, Langer R, Anderson DG. Flexible Multielectrode Array for Skeletal Muscle Conditioning, Acetylcholine Receptor Stabilization and Epimysial Recording After Critical Peripheral Nerve Injury. Am J Cancer Res 2019; 9:7099-7107. [PMID: 31660089 PMCID: PMC6815960 DOI: 10.7150/thno.35436] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Accepted: 08/01/2019] [Indexed: 01/24/2023] Open
Abstract
Complete re-innervation after a traumatic injury severing a muscle's peripheral nerve may take years. During this time, the denervated muscle atrophies and loses acetylcholine receptors, a vital component of the neuromuscular junction, limiting functional recovery. One common clinical treatment for atrophy is electrical stimulation; however, epimysial electrodes currently used are bulky and often fail due to an excessive inflammatory response. Additionally, there remains a need for a device providing in vivo monitoring of neuromuscular regeneration and the maintenance of acetylcholine receptors. Here, an implantable, flexible microelectrode array (MEA) was developed that provides surface neuromuscular stimulation and recording during long-term denervation. Methods: The MEA uses a flexible polyimide elastomer and an array of gold-based microelectrodes featuring Peano curve motifs, which together maintain electrode flexibility. The devices were implanted along the denervated gastrocnemius muscles of 5 rats. These rats underwent therapeutic stimulation using the MEA daily beginning on post-operative day 2. Another 5 rats underwent tibial nerve resection without implantation of MEA. Tissues were harvested on post-operative day 14 and evaluated for quantification of acetylcholine receptors and muscle fiber area using immunofluorescence and histological staining. Results: The Young's modulus was 1.67 GPa, which is comparable to native tendon and muscle. The devices successfully recorded electromyogram data when implanted in rats. When compared to untreated denervated muscles, MEA therapy attenuated atrophy by maintaining larger muscle fiber cross-sectional areas (p < 0.05). Furthermore, the acetylcholine receptor areas were markedly larger with MEA treatment (p < 0.05). Conclusions: This proof-of-concept work successfully demonstrates the ability to combine conformability, tensile strength-enhancing metal micropatterning, electrical stimulation and recording into a functional implant for both epimysial stimulation and recording.
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14
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Flexible deep brain neural probe for localized stimulation and detection with metal guide. Biosens Bioelectron 2018; 117:436-443. [DOI: 10.1016/j.bios.2018.06.035] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 06/07/2018] [Accepted: 06/19/2018] [Indexed: 01/31/2023]
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Li Y, Wu J, Sato H. Feedback Control-Based Navigation of a Flying Insect-Machine Hybrid Robot. Soft Robot 2018; 5:365-374. [PMID: 29722607 DOI: 10.1089/soro.2017.0118] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
This study reports the first ever demonstration of the aero navigation of a free-flying insect based on feedback control. Instead of imitating the complicated kinetics and mechanisms of insect locomotion, a live insect can be directly transformed into a soft robot by embedding it with artificial devices. Since many insects can perform acrobatics aerially, thereby exhibiting far greater flexibility than current man-made flyers, correctly commanding the internal structures of an insect to perform based on the instructions would be a breakthrough. Herein, beetles (Mecynorrhina torquata) were chosen as the flying platform, and an inertial measurement unit-implemented electronic backpack was designed and manufactured to remotely command the beetles. To achieve horizontal flight control, multiple flight muscles of the beetles, that is, the basalar and third axillary muscles were stimulated to control the flight directions. However, the beetles were found to gradually adapt to the electrical stimulation, and the flight corrections were elicited by generating compensatory flight forces during a long-lasting stimulation (>300 ms), which were revealed by the decrease in induced lateral force. Based on this finding, a proportional derivative feedback controller was designed to navigate the flying beetles based on the predetermined path using frequency-dependent electrical pulses. To avoid a continuous stimulation, we proposed a stimulation protocol which separated two stimulations with a 50-ms rest. Compared to long stimulations (>300 ms), a 150-ms stimulation with 200-ms update interval was more efficient in correcting the flight direction of the beetles.
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Affiliation(s)
- Yao Li
- School of Mechanical and Aerospace Engineering, Nanyang Technological University , Singapore, Singapore
| | - Jinbin Wu
- School of Mechanical and Aerospace Engineering, Nanyang Technological University , Singapore, Singapore
| | - Hirotaka Sato
- School of Mechanical and Aerospace Engineering, Nanyang Technological University , Singapore, Singapore
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16
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Cao F, Zhang C, Choo HY, Sato H. Insect-computer hybrid legged robot with user-adjustable speed, step length and walking gait. J R Soc Interface 2016; 13:20160060. [PMID: 27030043 PMCID: PMC4843679 DOI: 10.1098/rsif.2016.0060] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Accepted: 03/03/2016] [Indexed: 11/12/2022] Open
Abstract
We have constructed an insect-computer hybrid legged robot using a living beetle (Mecynorrhina torquata; Coleoptera). The protraction/retraction and levation/depression motions in both forelegs of the beetle were elicited by electrically stimulating eight corresponding leg muscles via eight pairs of implanted electrodes. To perform a defined walking gait (e.g., gallop), different muscles were individually stimulated in a predefined sequence using a microcontroller. Different walking gaits were performed by reordering the applied stimulation signals (i.e., applying different sequences). By varying the duration of the stimulation sequences, we successfully controlled the step frequency and hence the beetle's walking speed. To the best of our knowledge, this paper presents the first demonstration of living insect locomotion control with a user-adjustable walking gait, step length and walking speed.
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Affiliation(s)
- Feng Cao
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Chao Zhang
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Hao Yu Choo
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Hirotaka Sato
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
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17
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Sunwoo SH, Kim TI. Materials and Designs for Multimodal Flexible Neural Probes. STRETCHABLE BIOELECTRONICS FOR MEDICAL DEVICES AND SYSTEMS 2016. [DOI: 10.1007/978-3-319-28694-5_15] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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18
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Sato H, Vo Doan T, Kolev S, Huynh N, Zhang C, Massey T, van Kleef J, Ikeda K, Abbeel P, Maharbiz M. Deciphering the Role of a Coleopteran Steering Muscle via Free Flight Stimulation. Curr Biol 2015; 25:798-803. [DOI: 10.1016/j.cub.2015.01.051] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2014] [Revised: 12/03/2014] [Accepted: 01/21/2015] [Indexed: 10/23/2022]
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19
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Oral dosing of chemical indicators for in vivo monitoring of Ca2+ dynamics in insect muscle. PLoS One 2015; 10:e0116655. [PMID: 25590329 PMCID: PMC4295878 DOI: 10.1371/journal.pone.0116655] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Accepted: 12/04/2014] [Indexed: 12/02/2022] Open
Abstract
This paper proposes a remarkably facile staining protocol to visually investigate dynamic physiological events in insect tissues. We attempted to monitor Ca2+ dynamics during contraction of electrically stimulated living muscle. Advances in circuit miniaturization and insect neuromuscular physiology have enabled the hybridization of living insects and man-made electronic components, such as microcomputers, the result of which has been often referred as a Living Machine, Biohybrid, or Cyborg Insect. In order for Cyborg Insects to be of practical use, electrical stimulation parameters need to be optimized to induce desired muscle response (motor action) and minimize the damage in the muscle due to the electrical stimuli. Staining tissues and organs as well as measuring the dynamics of chemicals of interest in muscle should be conducted to quantitatively and systematically evaluate the effect of various stimulation parameters on the muscle response. However, existing staining processes require invasive surgery and/or arduous procedures using genetically encoded sensors. In this study, we developed a non-invasive and remarkably facile method for staining, in which chemical indicators can be orally administered (oral dosing). A chemical Ca2+ indicator was orally introduced into an insect of interest via food containing the chemical indicator and the indicator diffused from the insect digestion system to the target muscle tissue. We found that there was a positive relationship between the fluorescence intensity of the indicator and the frequency of electrical stimulation which indicates the orally dosed indicator successfully monitored Ca2+ dynamics in the muscle tissue. This oral dosing method has a potential to globally stain tissues including neurons, and investigating various physiological events in insects.
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20
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Zhao H, Zheng N, Ribi WA, Zheng H, Xue L, Gong F, Zheng X, Hu F. Neuromechanism study of insect-machine interface: flight control by neural electrical stimulation. PLoS One 2014; 9:e113012. [PMID: 25409523 PMCID: PMC4237392 DOI: 10.1371/journal.pone.0113012] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2014] [Accepted: 10/22/2014] [Indexed: 11/19/2022] Open
Abstract
The insect–machine interface (IMI) is a novel approach developed for man-made air vehicles, which directly controls insect flight by either neuromuscular or neural stimulation. In our previous study of IMI, we induced flight initiation and cessation reproducibly in restrained honeybees (Apis mellifera L.) via electrical stimulation of the bilateral optic lobes. To explore the neuromechanism underlying IMI, we applied electrical stimulation to seven subregions of the honeybee brain with the aid of a new method for localizing brain regions. Results showed that the success rate for initiating honeybee flight decreased in the order: α-lobe (or β-lobe), ellipsoid body, lobula, medulla and antennal lobe. Based on a comparison with other neurobiological studies in honeybees, we propose that there is a cluster of descending neurons in the honeybee brain that transmits neural excitation from stimulated brain areas to the thoracic ganglia, leading to flight behavior. This neural circuit may involve the higher-order integration center, the primary visual processing center and the suboesophageal ganglion, which is also associated with a possible learning and memory pathway. By pharmacologically manipulating the electrically stimulated honeybee brain, we have shown that octopamine, rather than dopamine, serotonin and acetylcholine, plays a part in the circuit underlying electrically elicited honeybee flight. Our study presents a new brain stimulation protocol for the honeybee–machine interface and has solved one of the questions with regard to understanding which functional divisions of the insect brain participate in flight control. It will support further studies to uncover the involved neurons inside specific brain areas and to test the hypothesized involvement of a visual learning and memory pathway in IMI flight control.
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Affiliation(s)
- Huixia Zhao
- College of Animal Sciences, Zhejiang University, Hangzhou, China
| | - Nenggan Zheng
- Qiushi Academy for Advanced Studies (QAAS), Zhejiang University, Hangzhou, China
- * E-mail: (NZ); (FH)
| | - Willi A. Ribi
- The Private University of Liechtenstein, Dorfstrasse 24, Triesen, Liechtenstein
| | - Huoqing Zheng
- College of Animal Sciences, Zhejiang University, Hangzhou, China
| | - Lei Xue
- Qiushi Academy for Advanced Studies (QAAS), Zhejiang University, Hangzhou, China
- Department of Biomedical Engineering, Zhejiang University, Hangzhou, China
| | - Fan Gong
- Qiushi Academy for Advanced Studies (QAAS), Zhejiang University, Hangzhou, China
- Department of Biomedical Engineering, Zhejiang University, Hangzhou, China
| | - Xiaoxiang Zheng
- Qiushi Academy for Advanced Studies (QAAS), Zhejiang University, Hangzhou, China
- Department of Biomedical Engineering, Zhejiang University, Hangzhou, China
- Key Laboratory of Biomedical Engineering of Ministry of Education, Zhejiang University, Hangzhou, China
| | - Fuliang Hu
- College of Animal Sciences, Zhejiang University, Hangzhou, China
- * E-mail: (NZ); (FH)
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21
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Cao F, Zhang C, Vo Doan TT, Li Y, Sangi DH, Koh JS, Huynh NA, Aziz MFB, Choo HY, Ikeda K, Abbeel P, Maharbiz MM, Sato H. A biological micro actuator: graded and closed-loop control of insect leg motion by electrical stimulation of muscles. PLoS One 2014; 9:e105389. [PMID: 25140875 PMCID: PMC4139336 DOI: 10.1371/journal.pone.0105389] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2014] [Accepted: 07/24/2014] [Indexed: 11/28/2022] Open
Abstract
In this study, a biological microactuator was demonstrated by closed-loop motion control of the front leg of an insect (Mecynorrhina torquata, beetle) via electrical stimulation of the leg muscles. The three antagonistic pairs of muscle groups in the front leg enabled the actuator to have three degrees of freedom: protraction/retraction, levation/depression, and extension/flexion. We observed that the threshold amplitude (voltage) required to elicit leg motions was approximately 1.0 V; thus, we fixed the stimulation amplitude at 1.5 V to ensure a muscle response. The leg motions were finely graded by alternation of the stimulation frequencies: higher stimulation frequencies elicited larger leg angular displacement. A closed-loop control system was then developed, where the stimulation frequency was the manipulated variable for leg-muscle stimulation (output from the final control element to the leg muscle) and the angular displacement of the leg motion was the system response. This closed-loop control system, with an optimized proportional gain and update time, regulated the leg to set at predetermined angular positions. The average electrical stimulation power consumption per muscle group was 148 µW. These findings related to and demonstrations of the leg motion control offer promise for the future development of a reliable, low-power, biological legged machine (i.e., an insect–machine hybrid legged robot).
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Affiliation(s)
- Feng Cao
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Chao Zhang
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Tat Thang Vo Doan
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Yao Li
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Daniyal Haider Sangi
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Jie Sheng Koh
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Ngoc Anh Huynh
- School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore
| | | | - Hao Yu Choo
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Kazuo Ikeda
- Division of Neurosciences, City of Hope Medical Center, Duarte, California, United States of America
| | - Pieter Abbeel
- Department of Electrical Engineering and Computer Science, University of California, Berkeley, California, United States of America
| | - Michel M. Maharbiz
- Department of Electrical Engineering and Computer Science, University of California, Berkeley, California, United States of America
| | - Hirotaka Sato
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
- * E-mail:
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22
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Song YA, Ibrahim AM, Rabie AN, Han J, Lin SJ. Microfabricated nerve–electrode interfaces in neural prosthetics and neural engineering. Biotechnol Genet Eng Rev 2013; 29:113-34. [DOI: 10.1080/02648725.2013.801231] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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23
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Tooker A, Tolosa V, Shah KG, Sheth H, Felix S, Delima T, Pannu S. Polymer neural interface with dual-sided electrodes for neural stimulation and recording. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2013; 2012:5999-6002. [PMID: 23367296 DOI: 10.1109/embc.2012.6347361] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
We present here a demonstration of a dual-sided, 4-layer metal, polyimide-based electrode array suitable for neural stimulation and recording. The fabrication process outlined here utilizes simple polymer and metal deposition and etching steps, with no potentially harmful backside etches or long exposures to extremely toxic chemicals. These polyimide-based electrode arrays have been tested to ensure they are fully biocompatible and suitable for long-term implantation; their flexibility minimizes the injury and glial scarring that can occur at the implantation site. The creation of dual-side electrode arrays with more than two layers of trace metal enables the fabrication of neural probes with more electrodes without a significant increase in probe size. This allows for more stimulation/recording sites without inducing additional injury and glial scarring.
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Affiliation(s)
- Angela Tooker
- Lawrence Livermore National Laboratory, Livermore, CA 94550, USA.
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24
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Van Truong T, Byun D, Lavine LC, Emlen DJ, Park HC, Kim MJ. Flight behavior of the rhinoceros beetle Trypoxylus dichotomus during electrical nerve stimulation. BIOINSPIRATION & BIOMIMETICS 2012; 7:036021. [PMID: 22711210 DOI: 10.1088/1748-3182/7/3/036021] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Neuronal stimulation is an intricate part of understanding insect flight behavior and control insect itself. In this study, we investigated the effects of electrical pulses applied to the brain and basalar muscle of the rhinoceros beetle (Trypoxylus dichotomus). To understand specific neuronal stimulation mechanisms, responses and flight behavior of the beetle, four electrodes were implanted into the two optic lobes, the brain's central complex and the ventral nerve cord in the posterior pronotum. We demonstrated flight initiation, turning and cessation by stimulating the brain. The change undergone by the wing flapping in response to the electrical signal was analyzed from a sequence of images captured by a high-speed camera. Here, we provide evidence to distinguish the important differences between neuronal and muscular flight stimulations in beetles. We found that in the neural potential stimulation, both the hind wing and the elytron were suppressed. Interestingly, the beetle stopped flying whenever a stimulus potential was applied between the pronotum and one side of the optic lobe, or between the ventral nerve cord in the posterior pronotum and the central complex. In-depth experimentation demonstrated the effective of neural stimulation over muscle stimulation for flight control. During electrical stimulation of the optic lobes, the beetle performed unstable flight, resulting in alternating left and right turns. By applying the electrical signal into both the optic lobes and the central complex of the brain, we could precisely control the direction of the beetle flight. This work provides an insight into insect flight behavior for future development of insect-micro air vehicle.
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Affiliation(s)
- Tien Van Truong
- Department of Aerospace Information Engineering, Konkuk University, Seoul 143-701, Korea
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25
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Tsang W, Stone AL, Otten D, Aldworth ZN, Daniel TL, Hildebrand JG, Levine RB, Voldman J. Insect-machine interface: A carbon nanotube-enhanced flexible neural probe. J Neurosci Methods 2012; 204:355-65. [DOI: 10.1016/j.jneumeth.2011.11.026] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2011] [Revised: 11/19/2011] [Accepted: 11/21/2011] [Indexed: 11/16/2022]
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26
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Sato H, Maharbiz MM. Recent developments in the remote radio control of insect flight. Front Neurosci 2010; 4:199. [PMID: 21629761 PMCID: PMC3100638 DOI: 10.3389/fnins.2010.00199] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2010] [Accepted: 11/17/2010] [Indexed: 11/13/2022] Open
Abstract
The continuing miniaturization of digital circuits and the development of low
power radio systems coupled with continuing studies into the neurophysiology and
dynamics of insect flight are enabling a new class of implantable interfaces
capable of controlling insects in free flight for extended periods. We provide
context for these developments, review the state-of-the-art and discuss future
directions in this field.
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Affiliation(s)
- Hirotaka Sato
- Department of Electrical Engineering and Computer Science, University of California at Berkeley Berkeley, CA, USA
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