Research
City Science

Looking beyond smart cities
Research
Space Exploration Initiative

Space Exploration Initiative
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
Human Dynamics

Exploring how social networks can influence our lives in business, health, governance, and technology adoption and diffusion
Project Research

AlterEgo

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

Dormio: Interfacing with dreams for creativity

Sleep is a forgotten country of the mind. A vast majority of our technologies are built for our waking state, even though a third of our ...
Research
Scalable Cooperation

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

Transforming data into knowledge
Research
Biomechatronics

Enhancing human physical capability
Research
Fluid Interfaces

Designing wearable systems for cognitive enhancement and personal development
Research
Camera Culture

Making the invisible visible–inside our bodies, around us, and beyond–for health, work, and connection
Research
Social Machines

Promoting deeper learning and understanding in human networks
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...
Research
Signal Kinetics

Extending human and computer abilities in sensing, communication, and actuation through signals and networks
Research
Mediated Matter

Designing for, with, and by nature
Research
Open Agriculture (OpenAg)

Open Agriculture Initiative (OpenAg)
Project Research

Research Area | Unorthodox Machine Learning Solutions for Cancer, Oral, and Infectious Diseases

Our published research findings listed below share key examples for reducing dependence on specialized medical devices, biological &...
Publication Research

Spectrally distinct channelrhodopsins for two-colour optogenetic peripheral nerve stimulation

B. E. Maimon, K. Sparks, S. S. Srinivasan, A. N. Zorzos, H. M. Herr, Spectrally distinct channelrhodopsins for two-colour optogenetic peripheral nerve stimulation. Nature Biomedical Engineering 2, 485–496 (2018).
Research
Personal Robots

Building socially engaging robots and interactive technologies to help people live healthier lives, connect with others, and learn better
Research
Health 0.0

Health 0.0
Counter Intelligence
Archived
Research
Advancing Wellbeing

Advancing Wellbeing
Research
CE 2.0

CE 2.0
Future Storytelling
Archived
Archived
Research
Emerging Worlds

Emerging Worlds
Consumer Electronics Laboratory
Archived
Communications Futures Program
Research
Ethics and Governance of Artificial Intelligence

Ethics and Governance of Artificial Intelligence
Research
Open Ocean

Open Ocean
Project Research

PhysioHMD

Virtual and augmented reality headsets are unique as they have access to our facial area, an area that presents an excellent opportunity ...
Project Research

Research Area | Artificial Intelligence for Drug Discovery and Clinical Trials

In our published research findings we describe validation of novel machine learning architectures, with automated learning and prediction...
Project Research

Designing social robots for older adults

The increasing geographical separation and technological divide between generations have made it more difficult for older adults to inter...
Research
Viral Communications

Creating scalable technologies that evolve with user inventiveness
Project Research

Personalized Machine Learning for Autism Therapy

EngageME: Personalized machine learning and humanoid robots for measuring affect and engagement of children with autismEngageME is a proj...
Post Research

Build a Personal Food Computer

OpenAg is committed to changing the way the world thinks about farming and food—and we need your help! As an open source project, we beli...
Research
Affective Computing

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

Personal Food Computer

The OpenAg™ Personal Food Computer is a tabletop-sized, controlled environment agriculture technology platform that uses robotic systems ...
Project Research

Future of Work: Automation, Labor & Cities

As advances in robotics and artificial intelligence revive concerns about the impact of automation on jobs, a question looms: How will au...
Project Research

Artificial Listener with Social Intelligence

A social robot modifies its behavior to change what you think about it!
Project Research

Neural Interfaces

Nerve-Muscle Graft Chamber and micro-channel arrays tor interface to peripheral nerves for prosthesis control. This research effort ...
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

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

Mnemo

Mnemo is an integrated system to support human biographical memory. Mnemo is directed to serve people with impaired memory (e.g. Alz...
Project Research

Calibration Invariant Imaging

Object Classification through Scattering Media with Deep LearningA method for classifying objects hidden behind a scattering layer w...
Project Research

SkinBot: A Wearable, Skin-Climbing Robot

We introduce SkinBot: a lightweight robot that moves over the skin's surface with a two-legged suction-based locomotion mechanism and cap...
Project Research

Personalized Machine Learning for Future Health

The view on Alzheimer’s Disease (AD) diagnosis has shifted towards a more dynamic process in which clinical and pathological markers evol...
Project Research

VisualSoundtrack

We present VisualSoundtrack, a system designed as a tool for soundtrack composers to experiment with original musical content in differ...
Project Research

Programmable Droplets

​State-of-the art liquid handling systems are generally pump-driven systems connected with valves and tubes. These systems are manually a...
Project Research

Human-Robot Trust

Unconventional mixing of research fields introduces a new method to study human behavior using social robots.
Project Research

Emotionally Aware Robot Teammates

Emotionally supportive robots improve overall team functioning!
Project Research

Designing Robots in Mixed Reality

This is a joint proposal from graduate students Vik Parthiban (Media Lab) and Andrew Spielberg (MIT CSAIL, Distributed Robotics Laborator...
Project Research

RFind: Extreme localization for billions of items

Presenting RFind, a new technology that allows us to locate almost any object with extreme accuracy by transforming low-cost, battery-fre...
Archived
Project Research

Panorama

An interface for smashing filter bubbles, Panorama is built to allow open, transparent, and collaborative exploration of news from a...
Archived
Project Research

PopBots: An Early Childhood AI Curriculum

How can we add the missing "T" and "E" in preschool STEAM education?
Research
Opera of the Future

Extending expression, learning, and health through innovations in musical composition, performance, and participation
Project Research

CityMatrix

An Urban Decision-Support System Augmented by Artificial IntelligenceThe decision-making process in urban design and urban planning is ou...
ML_logo_160W
Inventing the future of digitally augmented objects and environments.
Archived
Publication Research

Epidermal Robots: Wearable Sensors that Climb on The Skin

Dementyev A., Hernandez J., Choi I., Follmer S., Paradiso J., "Epidermal Robots: Wearable Sensors That Climb On The Skin" In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2 (3), September 2018.
Project Research

Tools to Investigate Societal Impacts of Robots and AI

Artificial intelligence (AI) agents in an embodied form, such as Jibo, Amazon Alexa, and Google Home, are increasingly becoming part of o...
Article Research

This man’s quest to understand memory starts with obsessive bodycam recording and brain-wave tracking

By-products include striking short films that speed up and slow down along in response to body signals.
Archived
Research
Living Mobile

Enhancing mobile life through improved user interactions
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.