Project Research

AlterEgo

AlterEgo is a  non-invasive, wearable, peripheral neural interface that allows humans to converse in natural language with mach...
Research
Camera Culture

Making the invisible visible–inside our bodies, around us, and beyond–for health, work, and connection
Archived
Research
Living Mobile

Enhancing mobile life through improved user interactions
Research
Mediated Matter

Designing for, with, and by nature
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Affective Computing

Advancing wellbeing by using new ways to communicate, understand, and respond to emotion
Publication Research

Personalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy

Rudovic, O., Lee, J., Dai, M., Schuller, B. , Picard, R. W., " Personalized machine learning for robot perception of affect and engagement in autism therapy," Science Robotics, June 2018.
Research
City Science

Looking beyond smart cities
Research
Signal Kinetics

Extending human and computer abilities in sensing, communication, and actuation through signals and networks
Research
Fluid Interfaces

Wearable and immersive systems for cognitive enhancement and personal growth
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Social Machines

Promoting deeper learning and understanding in human networks
Research
Space Exploration Initiative

Space Exploration Initiative
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Scalable Cooperation

Reimagining human cooperation in the age of social media and artificial intelligence
Research
Collective Learning

Transforming data into knowledge
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Biomechatronics

Enhancing human physical capability
Project Research

Self-learning AI model learns from patient data to design novel clinical trials

Technical summaryUnstructured learning problems without well-defined rewards are unsuitable for current reinforcement learning (RL) appro...
Project Research

Theme | CityScope

City Science researchers are developing a slew of tangible and digital platforms dedicated to solving spatial design and urban planning c...
Project Research

Neural Interfaces

Our team aims to improve bi-directional communication between the human nervous system, biological limbs, and bionic prostheses, through ...
Project Research

Transdermal Optogenetic Peripheral Nerve Stimulation

Optogenetic techniques have recently been applied to peripheral nerves as a scientific tool with the translatable go...
Project Research

Agonist-antagonist Myoneural Interface (AMI)

Humans can accurately sense the position, speed, and torque of their limbs, even with their eyes shut. This sense, known as proprioceptio...
Publication Research

Human walking model predicts joint mechanics electromyography and mechanical economy

K. Endo and H. Herr. Human walking model predicts joint mechanics, electromyography and mechanical economy, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), St. Louis, MO, Oct. 2009.
Publication Research

An artificial gastrocnemius for a transtibial prosthesis

K. Endo, E. Swart, H. M. Herr, An artificial gastrocnemius for a transtibial prosthesis, Engineering in Medicine and Biology Society, EMBC, 2009 Annual International Conference of the IEEE, pp.5034-5037, Sep. 2009.
Publication Research

Counterpoint: Artificial legs do not make artificially fast running speeds possible

R. Kram, A. M. Grabowski, C. P. McGowan, M. B. Brown, and H. M. Herr. Counterpoint: Artificial legs do not make artificially fast running speeds possible, Journal of Applied Physiology, vol. 108, no. 4, pp. 1012–1014, Apr. 2010.
Publication Research

Control of a powered ankle-foot prosthesis based on a neuromuscular model

M. F. Eilenberg, H. Geyer, and H. M. Herr. Control of a powered ankle-foot prosthesis based on a neuromuscular model, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 18, no. 2, pp. 164-173, 2010.
Publication Research

Optimal workloop energetics of muscle-actuated systems an impedance matching view

W. Farahat and H. M. Herr. Optimal workloop energetics of muscle-actuated systems an impedance matching view, PLoS Computational Biology, vol. 6, no. 6, 2010.
Publication Research

A muscle-reflex model that encodes principles of legged mechanics produces human walking dynamics and muscle activities

H. Geyer and H. Herr. A muscle-reflex model that encodes principles of legged mechanics produces human walking dynamics and muscle activities, IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2010.
Publication Research

Antagonistic Active Knee Prosthesis. A Metabolic Cost of Walking Comparison with a Variable-Damping Prosthetic Knee

E. C. Martinez-Villalpando, L. M. Mooney, G. A. Elliott and H. M. Herr. Antagonistic Active Knee Prosthesis. A Metabolic Cost of Walking Comparison with a Variable-Damping Prosthetic Knee, Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE, 2011.
Publication Research

The biomechanics and energetics of human running using an elastic knee exoskeleton

G. Elliott, G.S. Sawicki, A. Marecki, H. Herr. The biomechanics and energetics of human running using an elastic knee exoskeleton, International Conference on Rehabilitation Robotics, 2013.
Publication Research

Effects of a powered ankle-foot prosthesis on kinetic loading of the contralateral limb: a case series

D. Hill and H. M. Herr. Effects of a powered ankle-foot prosthesis on kinetic loading of the contralateral limb: a case series, Proceedings of the IEEE International Conference on Rehabilitation Robotics, 2013.
Publication Research

Proportional EMG Control of Ankle Plantar Flexion in a Powered Transtibial Prosthesis

J. Wang, O. A. Kannape, and H. M. Herr Proportional EMG Control of Ankle Plantar Flexion in a Powered Transtibial Prosthesis, Proceedings of the IEEE International Conference on Rehabilitation Robotics, 2013
Publication Research

Continuously-Variable Series-Elastic Actuator

L. M. Mooney and H. M. Herr Continuously-Variable Series-Elastic Actuator, Proceedings of the IEEE International Conference on Rehabilitation Robotics, 2013
Publication Research

A model of muscle-tendon function in human walking

K. Endo and H. Herr. A model of muscle-tendon function in human walking, IEEE International Conference on Robotics and Automation (ICRA), Kobe, Japan, May 2009.
Publication Research

Active orthoses for the lower-limbs- Challenges and state of the art

A. Dollar and H. M. Herr. Active orthoses for the lower-limbs- Challenges and state of the art, Proceedings of the 2007 IEEE International Conference on Rehabilitation Robotics (ICORR), Noordwijk, Netherlands, pp. 968-977, Jun. 2007.
Publication Research

A quasi-passive model of human leg function in level-ground walking

K. Endo, D. Paluska, and H.M. Herr. A quasi-passive model of human leg function in level-ground walking, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Beijing, China, Oct. 2006.
Publication Research

The effect of series elasticity on actuator power and work output: Implications for robotic and prosthetic joint design

D. Paluska and H. M. Herr. The effect of series elasticity on actuator power and work output: Implications for robotic and prosthetic joint design, Robotics and Autonomous Systems, vol. 54, pp. 667–673, 2006.
Publication Research

An ankle-foot emulation system for the study of human walking biomechanics

S. K. Au, P. Dilworth, and H. M. Herr. An ankle-foot emulation system for the study of human walking biomechanics, Proceedings of the IEEE International Conference on Robotics and Automation, Orlando, FL, pp. 2939-2945, May 2006.
Publication Research

An apparatus for characterization and control of isolated muscle

W. Farahat and H. M. Herr. An apparatus for characterization and control of isolated muscle, IEEE Transactions on Neural Systems & Rehabilitation Engineering, vol. 13, no. 4, pp. 473-481, 2005.
Publication Research

Ground reference points in legged locomotion: Definitions biological trajectories and control implications

M. Popovic, A. Goswami, and H. M. Herr. Ground reference points in legged locomotion: Definitions, biological trajectories and control implications, International Journal of Robotics Research, vol. 24, no. 10, pp. 1013-1032, 2005.
Publication Research

A method for identification of hammerstein models of electrically stimulated muscle

W. Farahat and H. M. Herr. A method for identification of hammerstein models of electrically stimulated muscle, 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Shanghai, China, Sep. 2005.
Publication Research

Global motion control and support base planning

M. Popovic and H.M. Herr. Global motion control and support base planning, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Edmonton, Canada, Aug. 2005.
Publication Research

A clinical comparison of variable-damping and mechanically-passive prosthetic knee devices

J. Johansson, D. Sherrill, P. Riley, P. Bonato, and H. M. Herr. A clinical comparison of variable-damping and mechanically-passive prosthetic knee devices, American Journal of Physical Medicine & Rehabilitation, vol. 84, no. 8, pp. 563-575, 2005.
Publication Research

Zero spin angular momentum control: Definition and applicability

M. Popovic, A. Hofmann, and H. Herr. Zero spin angular momentum control: Definition and applicability, 4th IEEE/RAS International Conference on Humanoid Robots, vol. 1, pp. 478–493, 2004.
Publication Research

A swimming robot actuated by living muscle tissue

H. M. Herr and B. Dennis. A swimming robot actuated by living muscle tissue, Journal of NeuroEngineering and Rehabilitation, vol. 1, no. 6, 2004.
Publication Research

Multidisciplinary approaches to limb loss: A chain of events leading to a single step

H. M. Herr. Multidisciplinary approaches to limb loss: A chain of events leading to a single step, Journal of Rehabilitation Research and Development, White House/VA Conference, Emerging Technologies, Washington, D.C., pp. 76-80, Oct. 2004.
Publication Research

A sliding controller for bipedal balancing using integrated movement of contact and non-contact limbs

A. Hofmann, S. Massaquoi, M. Popovic, and H. Herr. A sliding controller for bipedal balancing using integrated movement of contact and non-contact limbs, IEEE/RSJ International Conference on Intelligent Robots and Systems, vol. 2, pp. 1952–1959, 2004.
Publication Research

Angular momentum primitives for human walking: Biomechanics and control

M. Popovic and A. Englehart. Angular momentum primitives for human walking: Biomechanics and control, IEEE/RSJ International Conference on Intelligent Robots and Systems, vol. 2, pp. 1685–1691, 2004.
Publication Research

Characterization of ankle function during stair ambulation

D.H. Gates, J. Lelas, U. Della Croce, H. M. Herr, P. Bonato
Publication Research

New horizons for orthotic and prosthetic technology: Artificial muscle

H. M. Herr and R. Kornbluh. New horizons for orthotic and prosthetic technology: Artificial muscle, Smart Structures and Materials: Electroactive Polymer Actuators and Devices, San Diego, CA, Mar. 2004.
Publication Research

Chapter 48: Rehabilitation Robotics Orthotics and Prosthetics

H. Krebs, N. Hogan, W. Durfee, and H. Herr. Chapter 48: Rehabilitation Robotics, Orthotics, and Prosthetics, Textbook of Neural Repair and Rehabilitation Vol. 2, 2004.
Publication Research

Angular momentum regulation during human walking: Biomechanics and control

M. Popovic, A. Hofmann, and H. Herr. Angular momentum regulation during human walking: Biomechanics and control, IEEE International Conference on Robotics and Automation, vol. 3, pp. 2405–2411, 2004.
Publication Research

Adaptive control of a variable-impedance ankle-foot orthosis to assist drop-foot gait

J. Blaya and H. M. Herr. Adaptive control of a variable-impedance ankle-foot orthosis to assist drop-foot gait, IEEE Transactions on Neural Systems & Rehabilitation Engineering. vol. 12, no. 1, pp. 24-31, 2004.
Publication Research

Swing-leg retraction: a simple control model for stable running

A. Seyfarth, H. Geyer, and H. M. Herr. Swing-leg retraction: a simple control model for stable running, The Journal of Experimental Biology, vol. 206, pp. 2547-2555, 2003.
Publication Research

User-adaptive control of a magnetorhelogical prosthetic knee

H. M. Herr and A. Wilkenfeld. User-adaptive control of a magnetorhelogical prosthetic knee, Industrial Robot: An International Journal, vol. 30, pp. 42-55, 2003.
Publication Research

Chapter 5: Cyborg Technology – Biomimetic Orthotic and Prosthetic Technology

H. Herr, G. P. Whiteley, and D. Childress. Chapter 5: Cyborg Technology – Biomimetic Orthotic and Prosthetic Technology, SPIE Press, Bellingham, WA, 2003.
Publication Research

The fastest runner on artificial legs: Different limbs similar function?

P. G. Weyand, M. W. Bundle, C. P. McGowan, A. Grabowski, M. B. Brown, R. Kram, and H. Herr. The fastest runner on artificial legs: Different limbs, similar function?, Journal of Applied Physiology, vol. 107, no. 3, pp. 903–911, Sep. 2009.
Publication Research

Leg stiffness of sprinters using running-specific prostheses

C. P. McGowan, A. M. Grabowski, W. J. McDermott, H. M. Herr, and R. Kram. Leg stiffness of sprinters using running-specific prostheses, Journal of the Royal Society Interface, vol. 9, no. 73, pp. 1975-1982, 2012.
Publication Research

An EMG-position controlled system for an active ankle-foot prosthesis: An initial experimental study

S. K. Au, P. Bonato, and H. M. Herr. An EMG-position controlled system for an active ankle-foot prosthesis: An initial experimental study, IEEE 9th International Conference on Rehabilitation Robotics (ICORR): Frontiers of the Human-Machine Interface, Chicago, IL, pp. 375-379, Jun. 2005.
Publication Research

Design of a quasi-passive knee exoskeleton to assist running

A. M. Dollar and H. Herr. Design of a quasi-passive knee exoskeleton to assist running, Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, Nice, France, Sep. 2008.
Publication Research

Workloop energetics of antagonist muscles

W. Farahat and H. M. Herr. Workloop energetics of antagonist muscles, 28th International Conference of the IEEE Engineering in Medicine and Biology Society, New York, NY, 2006.
Publication Research

Agonist-antagonist active knee prosthesis: A preliminary study in level-ground walking

E. C. Martinez-Villalpando, and H. M. Herr. Agonist-antagonist active knee prosthesis: A preliminary study in level-ground walking, Journal of Rehabilitation Research & Development (JRRD), vol. 46, no. 3, pp. 361-73, 2009.
Publication Research

Design of an agonist-antagonist active knee prosthesis

E.C. Martinez-Villalpando, J. Weber, G. Elliott, and H. M. Herr. Design of an agonist-antagonist active knee prosthesis, Proceedings of IEEE BIORobotics Conference, Scottsdale, AZ, 2008.
Publication Research

Development of a lightweight underactuated exoskeleton for load-carrying augmentation

C. Walsh, D. Paluska, K. Pasch, W. Grand, A. Valiente, and H. M. Herr. Development of a lightweight, underactuated exoskeleton for load-carrying augmentation, Proceedings of the IEEE International Conference on Robotics and Automation, Orlando, FL, pp. 2939-2945, May 2006.
Publication Research

Patient-adaptive prosthetic and orthotic leg systems

H. M. Herr, A. Wilkenfeld, and J. Blaya. Patient-adaptive prosthetic and orthotic leg systems, Proceedings of the 12th Nordic Baltic Conference on Biomedical Engineering and Medical Physics, Reykjavik, Iceland, pp. 123-128, Jun. 2002.
Publication Research

Initial experimental study on dynamic interaction between an amputee and a powered ankle-foot prosthesis

S. K. Au and H. M. Herr. Initial experimental study on dynamic interaction between an amputee and a powered ankle-foot prosthesis, Workshop on Dynamic Walking: Mechanics and Control of Human and Robot Locomotion, Ann Arbor, MI, May 2006.
Publication Research

A model of scale effects in mammalian quadrupedal running

H. M. Herr, G. T. Huang, and T. A. McMahon. A model of scale effects in mammalian quadrupedal running, Journal of Experimental Biology, vol. 205, no. 7, pp. 959-967, 2002.
Publication Research

Energetics and mechanics of human running on surfaces of different stiffnesses

A. E. Kerdok, A. A. Biewener, T. A. McMahon, P. G. Weyand, and H. M. Herr. Energetics and mechanics of human running on surfaces of different stiffnesses, Journal of Applied Physiology, vol. 92, no. 2, pp. 469-478, 2002.
Publication Research

A trotting horse model

H. M. Herr and T. A. McMahon. A trotting horse model, The International Journal of Robotics Research, vol. 19, no. 6, pp. 566–581, Jun. 2000.
Publication Research

Biological Principles of Control Selection for a Humanoid Robot's Dynamic Balance Preservation.

M. Vukobratovic, H. Herr, B. Borovac, M. Popovic, A Hofmann, M Jovanovic, and V. Potkonjak. Biological Principles of Control Selection for a Humanoid Robot’s Dynamic Balance Preservation. International Journal of Humanoid Robotics, vol. 5, no. 4, pp 639-678, 2008.
Publication Research

Autonomous exoskeleton reduces metabolic cost of walking

L. M. Mooney, E. J. Rouse and H. M. Herr. Autonomous exoskeleton reduces metabolic cost of walking, International Conference of the IEEE Engineering in Medicine and Biology Society, August. 2014.
Publication Research

Powered ankle-foot prosthesis

S. K. Au, and H. M. Herr. Powered ankle-foot prosthesis, IEEE Robotics & Automation Magazine, vol. 15, no. 3, pp. 52-59, 2008.
Publication Research

Exploiting angular momentum to enhance bipedal center-of-mass control

A. Hofmann, M. Popovic, and H. M. Herr. Exploiting angular momentum to enhance bipedal center-of-mass control, IEEE International Conference on Robotics and Automation (ICRA ’09), pp. 4423-4429, 2009.