Curriculum Vitae Post-doc, Rehabilitation Institute of Chicago/ Northwestern University, Ph.D., Arizona State University M.S.,

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1 Curriculum Vitae He (Helen) Huang NCSU/UNC Joint Department of Biomedical Engineering North Carolina State University and University of North Carolina at Chapel Hill or EDUCATION AND TRAINING May 2006-Aug 2008 Post-doc, Rehabilitation Institute of Chicago/ Northwestern University, Chicago, IL, USA Aug Feb 2006 Ph.D., Arizona State University Harrington Department of Bioengineering, Tempe, AZ, USA Aug May 2002 M.S., Arizona State University Harrington Department of Bioengineering, Tempe, AZ, USA Sep Jul 2000 B.S., Xi an Jiaotong University, School of Electronics and Information Engineering, Xi an, China ACADEMIC EXPERIENCE 07/2014 Present Director, Rehabilitation Engineering Center, North Carolina State University and University of North Carolina at Chapel Hill Adjunct Associate Professor, Department of Physical Medicine and Rehabilitation, University of North Carolina at Chapel Hill 07/2013 Present Associate Professor (with tenure), UNC/NCSU Joint Department of Biomedical Engineering, North Carolina State University and University of North Carolina at Chapel Hill 07/2012 Present Associate Professor (with tenure), Department of Electrical, Computer & Biomedical engineering, University of Rhode Island 08/2011 Present Co-Director, Center for Heath Monitoring and Intervention, University of Rhode Island 08/ /2012 Assistant Professor, Department of Electrical, Computer & Biomedical engineering, University of Rhode Island 05/ /2008 Post-doctoral research associate, Neural Engineering Center for Artificial Limbs (NECAL), Rehabilitation Institute of Chicago. 08/ /2006 Research assistant, Motor Control and Rehabilitation Lab, Bioengineering, Arizona State University. Other Academic Roles 2012 Associate Editor, IEEE Transactions of Biomedical Engineering 2014 Present Associate Editor, Journal of NeuroEngineering and Rehabilitation HONOR 2012 Elevated to Senior Member of the IEEE 2012 NSF Faculty Early CAREER Award, National Science Foundation, USA 2011 Outstanding Intellectual Property Development, by the President of URI 2008 Winner, the Delsys Prize for Innovation in Electromyography, Delsys Inc. MA, USA 2008 Switzer Research Fellowship: National Institute on Disability and Rehabilitation Research 1

2 (NIDRR), U.S. Department of Education 2007 Globe Foundation Fellowship, Deerfield, IL, USA 2003 Outstanding Research Assistant (Accolades, May 2003), Arizona State University 1999 XEROX Fellowship, awarded by XEROX Corp., Shenzhen, China 1998 Lee Fook-sean Fellowship, awarded by Lee Fook-sean, the chief justice of Hong Kong PUBLICATIONS Journal Papers (*corresponding author) X. Zhang, H. Huang*, A real-time, practical sensor fault-tolerant module for robust EMG pattern recognition, Journal of NeuroEngineering and Rehabilitation, 2015 (In Press) J. L. Contreras-Vidal*, A. Kilicarslan, H. Huang, R. G. Grossman, Human-Centered design of wearable neuroprostheses and exoskeletons, AI Magazine, 2015 (In Press) A. C. Myer, H. Huang, Y. Zhu*, Wearable Silver Nanowire Dry Electrodes for Electrophysiological Sensing, RSC Advances, 5(15), pp , 2015 F. Zhang, M. Liu, H. Huang*, "Effects of locomotion mode recognition errors on volitional control of powered above-knee prostheses", IEEE Trans Neural Syst Rehabil Eng, 23(1), PP 64-72, 2015 G. Hefferman, F. Zhang, M. Nunnery, H. Huang*, Integration of surface EMG sensors with the transfemoral amputee socket: a comparison of four differing configurations, Prosthetics and Orthotics International, 2014 (In Press) F. Zhang, M. Liu, S. Harper, M Lee, H. Huang*, Engineering Platform and Experimental Protocol for Design and Evaluation of a Neurally-controlled Powered Transfemoral Prosthesis, Journal of Visualized Experiments, (89), e51059, 2014 M. Liu*, F Zhang, P. Datseris, H. Huang, Improving finite state impedance control of active transfemoral prostheses using Dempster-Shafer state transition rules, Journal of Intelligent and Robotic Systems, (76) 3-4, pp , 2014 F. Zhang*, H. Huang, Source selection for real-time user intent recognition towards volitional control of artificial legs, IEEE Journal of Biomedical and Health Informatics, 17(5), , 2013 L. Du, F. Zhang, M. Liu, H. Huang*, Towards Design of an Environment-aware Adaptive Locomotion- Mode-Recognition System, IEEE Trans Biomed Eng, Vol 59 (10): , 2012 X. Zhang, Y. Liu, F. Zhang, Y. Sun, Q. Yang, H. Huang*, On design and implementation of neuralmachine interface for artificial legs, IEEE Transactions on Industrial Informatics, Vol. 8(2), , 2012 F. Zhang, S.E. D Andrea, M.J. Nunnery, S. Kay, H. Huang*. Towards design of a stumble detector for artificial legs. IEEE Trans Neural Syst Rehabil Eng, Vol. 19(5): , 2011 H. Huang*, F. Zhang, L. Hargrove, Z. Dou, D. Rogers, K. Englehart, Continuous Locomotion Mode Identification for Prosthetic Legs based on Neuromuscular-Mechanical Fusion, IEEE Trans Biomed Eng, 58(1), pp ,2011 Y. Cao, H He*, H Huang. LIFT: A New Framework of Learning from Testing Data for Face Recognition. Neurocomputing, 74(6), pp , 2011 H. Huang*, F Zhang, Y Sun, H He Design of a Robust EMG Sensing Interface for Pattern Classification, Journal of Neural Engineering, vol. 7(5), pp 0565, 2010 D. Tkach, H Huang*, TA Kuiken, Stability of time-domain EMG features for prosthetic device control", Journal of NeuroEngineering and Rehabilitation, 7(1):21, 2010 H. Huang, P. Zhou*, G. Li, and T. Kuiken, "Spatial filtering improves EMG classification accuracy following targeted muscle reinnervation," Ann Biomed Eng, vol. 37, pp , H. Huang*, T. A. Kuiken, and R. D. Lipschutz, "A strategy for identifying locomotion modes using 2

3 surface electromyography," IEEE Trans Biomed Eng, vol. 56, pp , L. A. Miller*, R. D. Lipschutz, K. A. Stubblefield, B. A. Lock, H. Huang, T. W. Williams, 3rd, R. F. Weir, and T. A. Kuiken, "Control of a six degree of freedom prosthetic arm after targeted muscle reinnervation surgery," Arch Phys Med Rehabil, vol. 89, pp , H. Huang, P. Zhou, G. Li, and T. A. Kuiken*, "An analysis of EMG electrode configuration for targeted muscle reinnervation based neural machine interface," IEEE Trans Neural Syst Rehabil Eng, vol. 16, pp , P. Zhou, M. M. Lowery, K. B. Englehart, H. Huang, G. Li, L. Hargrove, J. P. Dewald, and T. A. Kuiken*, "Decoding a new neural machine interface for control of artificial limbs," J Neurophysiol, vol. 98, pp , T. G. Sugar*, J. He, E. J. Koeneman, J. B. Koeneman, R. Herman, H. Huang, R. S. Schultz, D. E. Herring, J. Wanberg, S. Balasubramanian, P. Swenson, and J. A. Ward, "Design and control of RUPERT: a device for robotic upper extremity repetitive therapy," IEEE Trans Neural Syst Rehabil Eng, vol. 15, pp , H. Huang, S. L. Wolf, and J. He*, "Recent developments in biofeedback for neuromotor rehabilitation," J Neuroeng Rehabil, vol. 3, pp. 11, H. Huang, J. He*, R. Herman, and M. R. Carhart, "Modulation effects of epidural spinal cord stimulation on muscle activities during walking," IEEE Trans Neural Syst Rehabil Eng, vol. 14, pp , Book Chapters SL. Wolf, H. Huang, Chapter 70: Evolution of Biofeedback in Physical Medicine and Rehabilitation, in DeLisa s Physical Medicine and Rehabilitation: Principles and Practice, 5 th edition, eds. W. Frontera, Philadelphia : Lippincott Williams & Wilkins, 2010 Selected Peer-Reviewed Conference Papers J. Liu, F. Zhang, H. Huang. An Open and Configurable Embedded System for EMG Pattern Recognition Implementation for Artificial Arms. Proc of IEEE Engineering in Medicine and Biology Society A. Myers, L. Du, H. Huang, Y. Zhu (2014). Novel Wearable EMG Sensors Based on Nanowire Technology. Proc of IEEE Engineering in Medicine and Biology Society F. Zhang, H. Huang, "Practical implementation of robust sensor interface for EMG pattern recognition for artificial arm control", International Conference on Advanced Limb Prosthetics (MEC 12), 2014 D. Wang, L Du, H. Huang, "Terrain Recognition Improves the Performance of Neural-Machine Interface for Locomotion Mode Recognition", International Conference on Computing, Networking and Communications, Workshops Cyber Physical System, 2013 (Accepted) F. Zhang, M. Liu, H. Huang, Preliminary Study of the Effect of User Intent Recognition Errors on Volitional Control of Powered Lower Limb Prostheses, Conf Proc IEEE Eng Med Biol Soc, pp , 2012 F. Zhang, H. Huang, Real-time recognition of user intent for neural control of aritifcial legs, International Conference on Advanced Limb Prosthetics (MEC 11), 155-8, 2011 F. Zhang, Z. Dou, M. Nunnery, and H. Huang, "Real-time implementation of an intent recognition system for artificial legs," Conf Proc IEEE Eng Med Biol Soc, 2011, pp , F. Zhang, Z. Fang, M. Liu, and H. Huang, "Preliminary design of a terrain recognition system," Conf Proc IEEE Eng Med Biol Soc, 2011, pp , H. Huang, Z. Dou, F. Zhang, and M. J. Nunnery, "Improving the performance of a neural-machine 3

4 interface for artificial legs using prior knowledge of walking environment," Conf Proc IEEE Eng Med Biol Soc, 2011, pp , F. Gao, F. Zhang, and H. Huang, "Investigation of sit-to-stand and stand-to-sit in an above knee amputee," Conf Proc IEEE Eng Med Biol Soc, 2011, pp , 2011 M. Liu, P. Datseris, and H. Huang, "A prototype for smart prosthetic legs: analysis and mechanical design," in Proceeding of International Conference on Control, Robotics and Cybernetics. New Delhi, India: IEEE, March 21-23, Vol. 1. pp , F. Zhang, W. DiSanto, J. Ren, Z. Dou, Q. Yang, H. Huang, A Novel CPS System for Evaluating a Neural-Machine Interface for Artificial Legs, in Proceeding of 2 nd ACM/IEEE International Conference on Cyber-Physical Systems, Chicago, IL, pp 67-76, 2011 H. Huang, Y. Sun, Q, Yang, F. Zhang, X Zhang, Y. Liu, J. Ren, F. Sierra, Integrating neuromuscular and cyber systems for neural control of artificial legs, in Proceeding of First ACM/IEEE International Conference on Cyber-Physical Systems, Stockholm, Sweden, pp , 2010 GRANTS AND RESEARCH SUPPORT Extramural Grants Funded by the Federal, State, and Private Funding Agencies Sep 2008-Sep2009 Switzer Research Fellowships: National Institute on Disability and Rehabilitation Research (NIDRR), U.S. Department of Education Development of a Neural-Machine Interface for Lower-Limb Prosthesis Control #H133F Feb 2009-Feb 2010 Collaborative Research Grant, Rhode Island Science and Technology Advisory Council. Development of a Reliable Stumble Detection System for Artificial Legs #RIRA July 2009-July 2014 DOD/TATRC Development of a Neural Interface for Powered Lower Limb Prostheses Role: Subcontract PI :W81XWH PI: Todd Kuiken (Rehabilitation Institute of Chicago & Northwestern University) Oct 2009-Sep 2012 NSF (National Science Foundation) CPS: Medium: Towards Neural-controlled Artificial Legs using High-Performance Embedded Computers # Apr 2010-Mar 2012 NIH Design of a Real-Time Fusion-based Neural-machine Interface #R21HD64968 March 2012-September 2013 Össur (Private prosthesis company) Response to Tripping in Transfemoral Amputees Role: Subcontract PI PI: Susan D Andrea (Providence VA Medical Center/Brown University) May 2012-Apr 2017 NSF CAREER: Understanding and Analyzing User-Prosthesis Interaction for Designing a 4

5 Volitional Controller for Powered Lower Limb Prostheses # Nov 2012-Oct 2015 NIDRR Building the Foundation of Clinical Practice of EMG Pattern Recognition for Prosthetic Arm Control # H133G May 2013-April 2017 NSF HCC: Medium: Collaborative Research: Neural Control of Powered Artificial Legs # Co-PI: Jose (Pepe) Contreras-Vidal (U of Houston) Intramural Grants Oct 2009-Sep 2010 Champlin Foundation Biomedical Engineering Capstone Design Laboratory May 2010-Apr 2011 University of Rhode Island, Equipment and Laboratory Infrastructure Renovation Award Health Behavior Monitoring and Intervention Research Center Role: Co-PI PI : Ted Walls and David Chelidze (URI) 07/01/ /30/2015 NCSU-UNC Rehabilitation Engineering Center Seed Grant Co-PIs: Omer Oralkan (NCSU) and Stephen Harper (UNC-CH) 01/01/ /30/2015 NCSU-UNC Rehabilitation Engineering Center Seed Grant Role: Co-PI PIs: Fen Wu (NCSU) and Michael Lewek (UNC-CH) International Collaborations October 2014-Sept 2017 Chinese National Academy of Science Innovation and Interdisciplinary team in Neuroimaging and Neurorehabilitation Role: International scholar TEACHING Fall Spring Spring 2009 Fall ELE501 Linear Transform Analysis, URI BME468/ELE568 Neuroengineering, URI ELE 591 Neural Engineering, URI ELE457 Feedback Control System, URI INVITED TALK 03/2015 Invited speaker, Regional Meeting, National Academy of Engineering, Raleigh, NC 5

6 12/2014 Institute of Automation, Chinese National Academy of Science, Beijing, China 09/2014 Department of Psychology, NC State University, Raleigh, NC 09/2014 Department of Orthopaedics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 08/2014 The Joint School of Nanoscience and NanoEngineering, UNC-Greensbor and NC A&T, Greensboro, NC 07/2014 Invited Speaker, NIDRR Fellows Summit, The National Institute of Disability and Rehabilitation Research, the US Department of Education, Washington DC 04/2014 Department of Biomedical Engineering, Boston University, Boston, MA 03/2014 NCSU/UNC Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC 02/2014 Neural Control of Robotic Prosthetics, NSF ERC ASSIST, NC State University, Raleigh, NC 06/2013 MATLAB Assists Development of Bionic Limbs, Mathworks, Inc., Newtown, MA. 02/2013 "Wearable Rehabilitation Robotics", University of Delaware, Department of Biomedical Engineering, DE 09/2012 Towards bionic limbs: neural control of wearable robots, Department of Electrical Engineering, Worcester Polytechnic Institute, Worcester, MA 08/2012 Multimodal data collection, fusion, and application to powered lower limb prosthetics and orthotics, DOD LEGS program, Frederick, MD 04/2011 Novel Design of Bionic Legs, College of Health & Rehabilitation Sciences, Boston University, Boston, MA 10/2010 Keynote Speaker, Switzer Seminar, The National Institute of Disability and Rehabilitation Research, the US Department of Education, Arlington, VA 06/2010 Improving walking stability in patients with transfemoral amputations, Department of Orthopedics, Brown University, Providence, RI 04/2010 Invited Speaker, Medical Device Matchmaking Event, RI center for innovation & Entrepreneurship, RI 02/2010 Neural Control of Artificial Limbs based on EMG signals, Department of Electrical and Computer Engineering, University of Delaware, Newark, DE 02/2010 Development of EMG- based neural- machine interfaces for artificial limbs, Department of Mechanical, Industrial, and Systems Engineering, University of Rhode Island, RI 11/2009 "Development of Mode Control of Artificial Legs", Biomedical Engineering and Biotechnology Program, University of Massachusetts Dartmouth, North Dartmouth, MA, 03/2009 Thinking Makes It So: Neural Control of Artificial Limbs, The Center for Restorative and Regenerative Medicine, Brown University, Providence VA Medical Center. Providence, RI 12/2008 Neural Control of Artificial Limbs, MIT Media Laboratory, MIT, Cambridge, MA 03/2008 Design of Neural-Machine Interface for Artificial Legs, Department of Biomedical Engineering, University of Southern California, Los Angeles, CA 12/2007 The Bionic Arm, Association for Computing Machinery (ACM): Chicago Chapter, IL 03/2007 Towards Improved Myoelectric Prosthesis Control Using Targeted Muscle Reinnervation, IGERT Symposium 2007, Arizona State University, Tempe, AZ ACADEMIC SERVICE Grant Application Reviewer for NSF NIH (Ad-hoc reviewer) 6

7 National Institute of Disability and Rehabilitation Research (NIDRR) US Department of Veterans Affairs Referee for papers in the following journals and conference proceedings: Annals Biomedical Engineering Gait and Posture IEEE Transaction on Neural System and Rehabilitation Engineering, IEEE Transaction on Biomedical Engineering IEEE Transactions on Information Technology in Biomedicine IEEE Transactions on Human-Machine System Journal of Electromyography and Kinesiology Journal of Neuroscience Methods Journal of Neural Engineering Journal of NeuroEngineering and Rehabilitation Journal of Rehabilitation Research and Development Journal of Visual Experiment Physiological Measurement American Journal of Physical Medicine and Rehabilitation Medical Engineering and Physics Biomedical Signal Processing and Control Proceeding of IEEE ICNC Proceeding of IEEE Annual Meeting on Engineering in Medicine and Biology Society Proceeding of IEEE International Conference on Acoustics, Speech, and Signal Other Academic Services Session Chair, IEEE International Conference on Rehabilitation Robots, 2013 Technical Program Chair, the First International Workshop on CPS (Cyber-Physical System), San Diego, CA, 2013 Session Chair, IEEE Annual Meeting on Engineering in Medicine and Biology Society, 2012 PROFESSIONAL AFFILIATIONS IEEE Senior Member, IEEE in Medicine and Biology Society (IEEE EMBS) Member, Society For Neuroscience (SFN) Member, Biomedical Engineering Society (BMES) 7