Research — MIT Media Lab

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 evo...

Signal Kinetics

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

Space Exploration Initiative

Affective Computing

Advance human wellbeing by developing new ways to communicate, understand, and respond to emotion

Promoting deeper learning and understanding in human networks

Personalized Robot Storytelling Companion

Could a social robot collaboratively exchange stories with children as a peer and help improve their linguistic and storytelling skills? ...

Paper Dreams

Paper Dreams explores how human creativity can be supported by artificial intelligence.Prior research on AI and creativity has primarily ...

AlterEgo

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

Personal Food Computer

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

Paper Dreams: An Interactive Interface for Generative Visual Expression

Bernal, Guillermo, Lily Zhou, Haripriya Mehta, and Pattie Maes. NeurIPS Workshop on Machine Learning for Creativity and Design, December 14, 2019.

Biomechatronics

Enhancing human physical capability

Cilllia: 3D-printed micro pillar structures for surface texture, actuation, and sensing

In nature, hair has numerous functions such as providing warmth, adhesion, locomotion, sensing, and a sense of touch, as well as its well...

Fluid Interfaces

Designing systems for cognitive enhancement

Dormio: Interfacing with Dreams

InspirationSleep is a forgotten country of the mind. A vast majority of our technologies are built for our waking state, even though a th...

Open Agriculture (OpenAg)

Open Agriculture Initiative (OpenAg)

Opera of the Future

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

Theme | CityScope

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

Archived

Human-Robot Trust

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

Archived

Emotionally Aware Robot Teammates

Emotionally supportive robots improve overall team functioning!

Archived

Artificial listener with social intelligence

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

Archived

PhysioHMD

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

Changing storytelling, communication, and everyday life through sensing, understanding, and new interface technologies

Archived

Seamlessly coupling the worlds of bits and atoms by giving dynamic physical form to digital information and computation

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...

Archived

MultiDIC: a MATLAB Toolbox for Multi-View 3D Digital Image Correlation

Three-dimensional Digital Image Correlation (3D-DIC) is a non-contact optical-numerical technique for evaluating the dynamic mechani...

Human Dynamics

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

Camera Culture

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

On prosthetic control: A regenerative agonist-antagonist myoneural interface

S. S. Srinivasan, M. J. Carty, P. W. Calvaresi, T. R. Clites, B. E. Maimon, C. R. Taylor, A. N. Zorzos, H. Herr, On prosthetic control : A regenerative agonist-antagonist myoneural interface, 2, eaan2971 (2017).

Ethics and Governance of Artificial Intelligence

Archived

Collective Learning

Transforming data into knowledge

Personal Robots

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

Research Area | Medical Imaging Technologies Using Unorthodox Artificial Intelligence for Early Disease Diagnoses

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

Research Area | Novel Ethical, Secure and Explainable Artificial Intelligence based Digital Medicines and Treatments

We have described validation of novel machine learning architectures for designing faster, safer, and more efficacious digital medicines ...

Archived

Advancing Wellbeing

Terrain-Adaptive Lower Limb Prosthesis

Although there have been great advances in the control of lower extremity prostheses, transitioning between terrains such as ramps or sta...

Archived

Music, Mind and Machine

How to build intelligent music systems out of interacting audio-processing agents.

Post Research

Social robots as social catalysts: Collaborating with older adults as design research partners

When they’re valued as design research partners, older adults feel empowered to contribute to technology design.

Scalable Cooperation

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

Personalized Animated Movies

Storytelling is a fundamental way in which human beings understand the world. Imagine watching a movie telling the story of your life, ho...

Designing social robots for older adults

Most countries are projected to see the number of people ages 65 and older surpass the population under the age of 15 by 2050. The limita...

PopBots: An early childhood AI curriculum

How can we add the missing "T" and "E" in preschool STEAM education?

Machine Behavior

Machines powered by artificial intelligence (AI) increasingly mediate our social, cultural, economic, and ...

Article Research

Understanding machine behaviour

CIFAR Fellows Hugo Larochelle and Matthew Jackson argue for a new scientific discipline to study the broad effects of AI.

Center for Extreme Bionics

Neural interface technology for advanced prosthetic limbs

Recent advances in artificial limbs have resulted in the provision of powered ankle and knee function for lower extremity amputees and po...

Transdermal Optogenetic Peripheral Nerve Stimulation

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

Neural Interfaces

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

Machine behaviour

Rahwan, Iyad, Manuel Cebrian, Nick Obradovich, Josh Bongard, Jean-François Bonnefon, Cynthia Breazeal, Jacob W. Crandall, et al. “Machine Behaviour.” Nature 568, no. 7753 (April 2019): 477. https://doi.org/10.1038/s41586-019-1138-y.

Post Research

Studying the behavior of AI

A new paper frames the emerging interdisciplinary field of machine behavior

BrainBeat: Breath-based music therapy

Can we sonfiy calming breathing and passively influence a state of calm?Deep breathing has been scientifically proven to affect the heart...

SPRING: A Smart Platform for Research, Intervention, and Neurodevelopmental Growth

SPRING is a custom-built hardware and software platform for children with neuro-differences. The system automates data acquisition, optim...

Modulating peripheral and cortical arousal using a musical motor response task

We are conducting EEG studies to identify the musical features and musical interaction patterns that universally impact measures of arous...

An EEG and motion-capture based expressive music interface for affective neurofeedback

This project examines how the expression granted by new musical interfaces can be harnessed to create positive changes in health and well...

RoboChain: A secure data-sharing framework for human-robot interaction

A learning framework for secure, decentralized, computationally efficient data and model sharing among multiple robot units installed at...

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...

Experiential Lighting: New user interfaces for lighting control

The vision of pervasive computing is now mainstream. These connected devices permeate every aspect of our lives. Yet, we remain tethered ...

Viral Communications

Creating scalable technologies that evolve with user inventiveness

Spatial Flux: Body and architecture in space

Structurally, zero gravity means that we do not have to contend with architecture's greatest arch-nemesis, gravity. This opens up a new w...

Printflatables: Printing human-scale, functional, and dynamic inflatable objects

Printflatables is a design and fabrication system for human-scale, functional and dynamic inflatable objects. The user begins with specif...

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...

Escape Pod

The esc-Pod (or Escape Pod) is an exploratory platform for researchers investigating moments of refuge within our bustling work liv...

AI, Automation, Labor, and Cities: How to map the future of work

Should workers worry about automation and AI?Many workers, policy makers, and researchers are asking themselves exactly this question. Bu...

Article Research

Why we should show machines some respect

Kate Darling explores the human implications of the ways we treat robots and other machines.

Toward understanding the impact of artificial intelligence on labor

Frank, Morgan R., David Autor, James E. Bessen, Erik Brynjolfsson, Manuel Cebrian, David J. Deming, Maryann Feldman, et al. “Toward Understanding the Impact of Artificial Intelligence on Labor.” Proceedings of the National Academy of Sciences, March 25, 2019, 201900949. https://doi.org/10.1073/pnas.1900949116.