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Diebold CA, Lawlor J, Allen K, Capshaw G, Humphrey MG, Cintron-De Leon D, Kuchibhotla KV, Moss CF. Rapid sensorimotor adaptation to auditory midbrain silencing in free-flying bats. Curr Biol 2024; 34:5507-5517.e3. [PMID: 39549701 PMCID: PMC11614681 DOI: 10.1016/j.cub.2024.10.045] [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: 08/19/2024] [Revised: 10/03/2024] [Accepted: 10/16/2024] [Indexed: 11/18/2024]
Abstract
Echolocating bats rely on rapid processing of auditory information to guide moment-to-moment decisions related to echolocation call design and flight path selection. The fidelity of sonar echoes, however, can be disrupted in natural settings due to occlusions, noise, and conspecific jamming signals. Behavioral sensorimotor adaptation to external blocks of relevant cues has been studied extensively, but little is known about adaptations that mitigate internal sensory flow interruption. How do bats modify their sensory-guided behaviors in natural tasks when central auditory processing is interrupted? Here, we induced internal sensory interruptions by reversibly inactivating excitatory neurons in the inferior colliculus (IC) using ligand-activated inhibitory designer receptors exclusively activated by designer drugs (DREADDs). Bats were trained to navigate through one of three open windows in a curtain to obtain a food reward, while their echolocation and flight behaviors were quantified with synchronized ultrasound microphone and stereo video recordings. Under control conditions, bats reliably steered through the open window, only occasionally contacting the curtain edge. Suppressing IC excitatory activity elevated hearing thresholds, disrupted overall performance in the task, increased the frequency of curtain contact, and led to striking compensatory sensorimotor adjustments. DREADDs-treated bats modified flight trajectories to maximize returning echo information and adjusted sonar call design to boost detection of obstacles. Sensorimotor adaptations appeared immediately and did not change over successive trials, suggesting that these behavioral adaptations are mediated through existing neural circuitry. Our findings highlight the remarkable rapid adaptive strategies bats employ to compensate for internal sensory interruptions to effectively navigate their environments.
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Affiliation(s)
- Clarice A Diebold
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD 21218, USA.
| | - Jennifer Lawlor
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD 21218, USA.
| | - Kathryne Allen
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Grace Capshaw
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Megan G Humphrey
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Diego Cintron-De Leon
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Kishore V Kuchibhotla
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD 21218, USA; Kavli Neuroscience Discovery Institute, Johns Hopkins University, Baltimore, MD 21218, USA; The Solomon Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Cynthia F Moss
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD 21218, USA; Kavli Neuroscience Discovery Institute, Johns Hopkins University, Baltimore, MD 21218, USA; The Solomon Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
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2
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Goldshtein A, Chen X, Amichai E, Boonman A, Harten L, Yinon O, Orchan Y, Nathan R, Toledo S, Couzin ID, Yovel Y. Acoustic cognitive map-based navigation in echolocating bats. Science 2024; 386:561-567. [PMID: 39480949 DOI: 10.1126/science.adn6269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 09/16/2024] [Indexed: 11/02/2024]
Abstract
Bats are known for their ability to use echolocation for obstacle avoidance and orientation. However, the extent to which bats utilize their highly local and directional echolocation for kilometer-scale navigation is unknown. In this study, we translocated wild Kuhl's pipistrelle bats and tracked their homing abilities while manipulating their visual, magnetic, and olfactory sensing and accurately tracked them using a new reverse GPS system. We show that bats can identify their location after translocation and conduct several-kilometer map-based navigation using solely echolocation. This proposition was further supported by a large-scale echolocation model disclosing how bats use environmental acoustic information to perform acoustic cognitive map-based navigation. We also demonstrate that navigation is improved when using both echolocation and vision.
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Affiliation(s)
- Aya Goldshtein
- Centre for the Advanced Study of Collective Behavior, University of Konstanz, 78464 Konstanz, Germany
- Department of Collective Behavior, Max Planck Institute of Animal Behavior, 78464 Konstanz, Germany
- Department of Biology, University of Konstanz, 78464 Konstanz, Germany
| | - Xing Chen
- School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Eran Amichai
- School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv 6997801, Israel
- Ecology, Evolution, Environment and Society Graduate Program, Dartmouth College, Hanover, NH 03766, USA
| | - Arjan Boonman
- School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Lee Harten
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Omer Yinon
- School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Yotam Orchan
- Department of Ecology, Evolution and Behavior, Alexander Silberman Institute of Life Sciences, Faculty of Science, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| | - Ran Nathan
- Department of Ecology, Evolution and Behavior, Alexander Silberman Institute of Life Sciences, Faculty of Science, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| | - Sivan Toledo
- Blavatnik School of Computer Science, Tel-Aviv University, Tel Aviv 6997801, Israel
| | - Iain D Couzin
- Centre for the Advanced Study of Collective Behavior, University of Konstanz, 78464 Konstanz, Germany
- Department of Collective Behavior, Max Planck Institute of Animal Behavior, 78464 Konstanz, Germany
- Department of Biology, University of Konstanz, 78464 Konstanz, Germany
| | - Yossi Yovel
- School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv 6997801, Israel
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 6997801, Israel
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3
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Bhardwaj A, Khyam MO, Müller R. Biomimetic detection of dynamic signatures in foliage echoes. BIOINSPIRATION & BIOMIMETICS 2021; 16:046026. [PMID: 33862609 DOI: 10.1088/1748-3190/abf910] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 04/16/2021] [Indexed: 06/12/2023]
Abstract
Certain bat species (familyRhinolophidae) dynamically deform their emission baffles (noseleaves) and reception baffles (pinnae) during echolocation. Prior research using numerical models, laboratory characterizations, and experiments with simple targets have suggested that this dynamics may manifest itself in time-variant echo signatures. Since the pronounced random nature of echoes from natural targets such as foliage has not been reflected in these experiments, we have collected a large number (>55 000) of foliage echoes outdoors with a sonar head that mimics the dynamic periphery in bats. The echo data was processed with a custom auditory processing model to create spike-based echo representations. Deep-learning classifiers were able to estimate the dynamic state of the periphery, i.e., static or dynamic, based on single echoes with accuracies of up to 80%. This suggests that the effects of the peripheral dynamics are present in the bat brains and could hence be used by the animals. The best classification performances were obtained for data obtained within a spatially confined area. Hence, if the bat brains suffer from the same generalization issues, they would have to have a way to adapt their neural echo processing to such local fluctuations to exploit the dynamic effects successfully.
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Affiliation(s)
- Ananya Bhardwaj
- Department of Mechanical Engineering, Virginia Tech, Blacksburg 24060, United States of America
| | - M Omar Khyam
- Department of Mechanical Engineering, Virginia Tech, Blacksburg 24060, United States of America
| | - Rolf Müller
- Department of Mechanical Engineering, Virginia Tech, Blacksburg 24060, United States of America
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Sumiya M, Ashihara K, Watanabe H, Terada T, Hiryu S, Ando H. Effectiveness of time-varying echo information for target geometry identification in bat-inspired human echolocation. PLoS One 2021; 16:e0250517. [PMID: 33951069 PMCID: PMC8099053 DOI: 10.1371/journal.pone.0250517] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 04/07/2021] [Indexed: 11/20/2022] Open
Abstract
Bats use echolocation through flexible active sensing via ultrasounds to identify environments suitable for their habitat and foraging. Mimicking the sensing strategies of bats for echolocation, this study examined how humans acquire new acoustic-sensing abilities, and proposes effective strategies for humans. A target geometry identification experiment-involving 15 sighted people without experience of echolocation-was conducted using two targets with different geometries, based on a new sensing system. Broadband frequency-modulated pulses with short inter-pulse intervals (16 ms) were used as a synthetic echolocation signal. Such pulses mimic buzz signals emitted by bats for echolocation prior to capturing their prey. The study participants emitted the signal from a loudspeaker by tapping on Android devices. Because the signal included high-frequency signals up to 41 kHz, the emitted signal and echoes from a stationary or rotating target were recorded using a 1/7-scaled miniature dummy head. Binaural sounds, whose pitch was down-converted, were presented through headphones. This way, time-varying echo information was made available as an acoustic cue for target geometry identification under a rotating condition, as opposed to a stationary one. In both trials, with (i.e., training trials) and without (i.e., test trials) answer feedback immediately after the participants answered, the participants identified the geometries under the rotating condition. Majority of the participants reported using time-varying patterns in terms of echo intensity, timbre, and/or pitch under the rotating condition. The results suggest that using time-varying patterns in echo intensity, timbre, and/or pitch enables humans to identify target geometries. However, performance significantly differed by condition (i.e., stationary vs. rotating) only in the test trials. This difference suggests that time-varying echo information is effective for identifying target geometry through human echolocation especially when echolocators are unable to obtain answer feedback during sensing.
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Affiliation(s)
- Miwa Sumiya
- Center for Information and Neural Networks (CiNet), National Institute of Information and Communications Technology (NICT), Seika-cho, Kyoto, Japan
- Research Fellow of Japan Society for the Promotion of Science, Chiyoda-ku, Tokyo, Japan
| | - Kaoru Ashihara
- Human Informatics and Interaction Research Institute, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan
| | - Hiroki Watanabe
- Faculty of Information Science and Technology, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Tsutomu Terada
- Graduate School of Engineering, Kobe University, Kobe, Hyogo, Japan
| | - Shizuko Hiryu
- Faculty of Life and Medical Sciences, Doshisha University, Kyotanabe, Kyoto, Japan
| | - Hiroshi Ando
- Center for Information and Neural Networks (CiNet), National Institute of Information and Communications Technology (NICT), Seika-cho, Kyoto, Japan
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In situ novel environment assay reveals acoustic exploration as a repeatable behavioral response in migratory bats. Sci Rep 2021; 11:8174. [PMID: 33854128 PMCID: PMC8046999 DOI: 10.1038/s41598-021-87588-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 03/31/2021] [Indexed: 11/09/2022] Open
Abstract
Integrating information on species-specific sensory perception with spatial activity provides a high-resolution understanding of how animals explore environments, yet frequently used exploration assays commonly ignore sensory acquisition as a measure for exploration. Echolocation is an active sensing system used by hundreds of mammal species, primarily bats. As echolocation call activity can be reliably quantified, bats present an excellent model system to investigate intraspecific variation in environmental cue sampling. Here, we developed an in situ roost-like novel environment assay for tree-roosting bats. We repeatedly tested 52 individuals of the migratory bat species, Pipistrellus nathusii, across 24 h, to examine the role of echolocation when crawling through a maze-type arena and test for consistent intraspecific variation in sensory-based exploration. We reveal a strong correlation between echolocation call activity and spatial activity. Moreover, we show that during the exploration of the maze, individuals consistently differed in spatial activity as well as echolocation call activity, given their spatial activity, a behavioral response we term 'acoustic exploration'. Acoustic exploration was correlated with other exploratory behaviors, but not with emergence latency. We here present a relevant new measure for exploration behavior and provide evidence for consistent (short-term) intra-specific variation in the level at which wild bats collect information from a novel environment.
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Abreu F, Garber PA, Souto A, Presotto A, Schiel N. Navigating in a challenging semiarid environment: the use of a route-based mental map by a small-bodied neotropical primate. Anim Cogn 2021; 24:629-643. [PMID: 33394185 DOI: 10.1007/s10071-020-01465-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 12/17/2020] [Accepted: 12/19/2020] [Indexed: 11/27/2022]
Abstract
To increase efficiency in the search for resources, many animals rely on their spatial abilities. Specifically, primates have been reported to use mostly topological and rarely Euclidean maps when navigating in large-scale space. Here, we aimed to investigate if the navigation of wild common marmosets inhabiting a semiarid environment is consistent with a topological representation and how environmental factors affect navigation. We collected 497 h of direct behavioral and GPS information on a group of marmosets using a 2-min instantaneous focal animal sampling technique. We found that our study group reused not only long-route segments (mean of 1007 m) but entire daily routes, a pattern that is not commonly seen in primates. The most frequently reused route segments were the ones closer to feeding sites, distant to resting sites, and in areas sparse in tree vegetation. We also identified a total of 56 clustered direction change points indicating that the group modified their direction of travel. These changes in direction were influenced by their close proximity to resting and feeding sites. Despite our small sample size, the obtained results are important and consistent with the contention that common marmosets navigate using a topological map that seems to benefit these animals in response to the exploitation of clustered exudate trees. Based on our findings, we hypothesize that the Caatinga landscape imposes physical restrictions in our group's navigation such as gaps in vegetation, small trees and xerophytic plants. This study, based on preliminary evidence, raises the question of whether navigation patterns are an intrinsic characteristic of a species or are ecologically dependent and change according to the environment.
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Affiliation(s)
- Filipa Abreu
- Department of Biology, Federal Rural University of Pernambuco, R. Dom Manuel de Medeiros, s/n, Dois Irmãos, Recife, PE, 52171-900, Brazil.
| | - Paul A Garber
- Department of Anthropology, Program in Ecology, Evolution, and Conservation Biology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
| | - Antonio Souto
- Department of Zoology, Federal University of Pernambuco, Av. Professor Moraes Rego, 1235, Recife, PE, 50670-901, Brazil
| | - Andrea Presotto
- Department of Geography and Geosciences, Salisbury University, Salisbury, USA
| | - Nicola Schiel
- Department of Biology, Federal Rural University of Pernambuco, R. Dom Manuel de Medeiros, s/n, Dois Irmãos, Recife, PE, 52171-900, Brazil
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7
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Knörnschild M, Fernandez AA. Do Bats Have the Necessary Prerequisites for Symbolic Communication? Front Psychol 2020; 11:571678. [PMID: 33262725 PMCID: PMC7688458 DOI: 10.3389/fpsyg.2020.571678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 10/12/2020] [Indexed: 11/20/2022] Open
Abstract
Training animals such as apes, gray parrots, or dolphins that communicate via arbitrary symbols with humans has revealed astonishing mental capacities that may have otherwise gone unnoticed. Albeit bats have not yet been trained to communicate via symbols with humans, we are convinced that some species, especially captive Pteropodid bats ("flying foxes"), show the potential to master this cognitive task. Here, we briefly review what is known about bats' cognitive skills that constitute relevant prerequisites for symbolic communication with humans. We focus on social learning in general, trainability by humans, associative learning from humans, imitation, vocal production learning and usage learning, and social knowledge. Moreover, we highlight potential training paradigms that could be used to elicit simple "symbolic" bat-human communication, i.e., training bats to select arbitrary symbols on a touchscreen to elicit a desired behavior of the human caregiver. Touchscreen-proficient bats could participate in cognition research, e.g., to study their numerical competence or categorical perception, to further elucidate how nonhuman animals learn and perceive the world.
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Affiliation(s)
- Mirjam Knörnschild
- Museum für Naturkunde, Leibniz-Institute for Evolution and Biodiversity Science, Berlin, Germany
- Animal Behavior Lab, Freie Universität, Berlin, Germany
- Smithsonian Tropical Research Institute, Ancón, Panama
| | - Ahana A. Fernandez
- Museum für Naturkunde, Leibniz-Institute for Evolution and Biodiversity Science, Berlin, Germany
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Nardi D, Carpenter SE, Johnson SR, Gilliland GA, Melo VL, Pugliese R, Coppola VJ, Kelly DM. Spatial reorientation with a geometric array of auditory cues. Q J Exp Psychol (Hove) 2020; 75:362-373. [PMID: 32111145 DOI: 10.1177/1747021820913295] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
A visuocentric bias has dominated the literature on spatial navigation and reorientation. Studies on visually accessed environments indicate that, during reorientation, human and non-human animals encode the geometric shape of the environment, even if this information is unnecessary and insufficient for the task. In an attempt to extend our limited knowledge on the similarities and differences between visual and non-visual navigation, here we examined whether the same phenomenon would be observed during auditory-guided reorientation. Provided with a rectangular array of four distinct auditory landmarks, blindfolded, sighted participants had to learn the location of a target object situated on a panel of an octagonal arena. Subsequent test trials were administered to understand how the task was acquired. Crucially, in a condition in which the auditory cues were indistinguishable (same sound sample), participants could still identify the correct target location, suggesting that the rectangular array of auditory landmarks was encoded as a geometric configuration. This is the first evidence of incidental encoding of geometric information with auditory cues and, consistent with the theory of functional equivalence, it supports the generalisation of mechanisms of spatial learning across encoding modalities.
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Affiliation(s)
- Daniele Nardi
- Department of Psychological Science, Ball State University, Muncie, IN, USA
| | | | - Somer R Johnson
- Department of Psychological Science, Ball State University, Muncie, IN, USA
| | - Greg A Gilliland
- Department of Psychological Science, Ball State University, Muncie, IN, USA
| | - Viveka L Melo
- Department of Psychological Science, Ball State University, Muncie, IN, USA
| | - Roberto Pugliese
- Academy of Fine Arts, University of the Arts Helsinki, Helsinki, Finland
| | - Vincent J Coppola
- Department of Psychology, Eastern Illinois University, Charleston, IL, USA
| | - Debbie M Kelly
- Department of Psychology, University of Manitoba, Winnipeg, Manitoba, Canada
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Zhang S, Liu Y, Tang J, Ying L, Müller R. Dynamic relationship between noseleaf and pinnae in echolocating hipposiderid bats. ACTA ACUST UNITED AC 2019; 222:jeb.210252. [PMID: 31511347 DOI: 10.1242/jeb.210252] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Accepted: 08/29/2019] [Indexed: 11/20/2022]
Abstract
Old World leaf-nosed bats (family Hipposideridae) can deform the shapes of their 'noseleaves' (i.e. ultrasonic emission baffles) and outer ears during echolocation behaviors. Prior work has shown that deformations on the emission as well as on the reception side can have an impact on the properties of the emitted/received sonar signals. The occurrence of the deformations on the emission and reception sides raises the question of whether the bats coordinate these two dynamic biosonar features to achieve synergistic effects. To address this question, simultaneous three-dimensional reconstructions of the trajectories of landmarks on the dynamic noseleaf and pinna geometries have been obtained in great roundleaf bats (Hipposideros pratti). These joint kinematics data on the noseleaf and pinnae have shown both qualitative and quantitative relationships between the noseleaf and pinna motions: large noseleaf deformations (opening or closing) tended to be associated with non-rigid pinna motions. Furthermore, closing deformations of the noseleaves tended to co-occur with closing motions of the pinna. Finally, a canonical correlation analysis of the motion trajectories has revealed a tight correlation between the motions of the landmarks on the noseleaf and both pinnae. These results demonstrate that the biosonar system of hipposiderid bats includes coordinated emission and reception dynamics.
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Affiliation(s)
- Shuxin Zhang
- Shandong University-Virginia Tech International Laboratory, School of Physics, Shandong University, Jinan 250100, China.,Department of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA
| | - Yanming Liu
- Shandong University-Virginia Tech International Laboratory, School of Physics, Shandong University, Jinan 250100, China.,School of Mechanical Engineering, Shandong University, Jinan 250061, China
| | - Joanne Tang
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA
| | - Luoxiao Ying
- School of Electrical Engineering, Shandong University, Jinan 250002, China
| | - Rolf Müller
- Shandong University-Virginia Tech International Laboratory, School of Physics, Shandong University, Jinan 250100, China .,Department of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA
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