Research
Conformable Decoders

Converting the patterns of nature and the human body into beneficial signals and energy
Project Research

BioEssence

A wearable olfactory display that monitors cardio-respiratory information to support mental wellbeing.BioEssence is a novel wearable olfa...
Research
ML Learning

ML Learning
Article Research

Live-streaming a marshland for fun—and science

Researchers live-stream data in Tidmarsh Wildlife Sanctuary with the hopes of better understanding wildlife restoration techniques.
Article Research

Creating intelligent computing: a conversation with Rosalind Picard

A dialogue concerning the impact of AI on the human brain and its relation to autism and depression.
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...
Research
Social Machines

Promoting deeper learning and understanding in human networks
Research
Affective Computing

Advancing wellbeing by using new ways to communicate, understand, and respond to emotion
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
Camera Culture

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

Designing wearable systems for cognitive enhancement and personal development
Research
Civic Media

Creating technology for social change
Project Research

Physio FreeFall

This project seeks to examine the effects of altered gravity on an individual’s physiology during parabolic flight. Specifically, we will...
Archived
Project Research

Masque

 When the body senses itself internally and localizes its actions, it provides the basis for a material sense of self-existence. At ...
Archived
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

Thinking Cap

The Thinking Cap provides help to students in need: the cap looks into the wearer’s head and detects his or her capabilities or cognitive...
ML_logo_160W
Inventing the future of digitally augmented objects and environments.
Archived
Publication Research

Characterizing Electrodermal Activity Using Point Processes in Young Children

Subramanian, S., Barbieri, R., Johnson, K.T., Brown, E. "Characterizing Electrodermal Activity Using Point Processes in Young Children," 50th Annual Meeting of the Biomedical Engineering Society (BMES), Atlanta, Georgia, October 2018.
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

AttentivU

AttentivU helps you to stay attentive and engaged with your current task. It provides haptic feedback when it detects that you have a low...
Publication Research

SkinBot: A Wearable Skin Climbing Robot

A. Dementyev, J. Hernandez, S. Follmer, I. Choi, and J. Paradiso. "SkinBot: A Wearable Skin Climbing Robot." ACM User Interface Software and Technology Symposium, October 2017.
Center for Mobile Learning
Project Research

AlterEgo

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

Enhancing mobile life through improved user interactions
Research
Responsive Environments

Augmenting and mediating human experience, interaction, and perception with sensor networks
Research
Human Dynamics

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

Multi-SPRING: Facilitating Social Interaction through a Customizable, Multimodal Learning Platform

Johnson, K.T., Ferguson, C.S., Picard, R.W., "Multi-SPRING: Facilitating Social Interaction through a Customizable, Multimodal Learning Platform," International Society for Autism Research (INSAR), Rotterdam, Netherlands, May 2018.
Post Research

Mediated Atmosphere

Smart office uses biosensors and machine learning to optimize individual work environments
Project Research

Mediated Atmosphere

The Mediated Atmosphere project envisions a smart office that is capable of dynamically transforming itself to enhance occupants' work ex...
Research
Tangible Media

Seamlessly coupling the worlds of bits and atoms by giving dynamic physical form to digital information and computation
How software can act as an assistant to the user rather than a tool, by learning from interaction and by proactively anticipating the user's
Archived
Post Research

DermalAbyss wins Scifi No Longer Award at SXSW

The 21st annual SXSW Interactive Innovation Awards honored DermalAbyss with the Scifi No Longer Award, given to "the coolest sc...
Publication Research

BioEssence: A Wearable Olfactory Display that Monitors Cardio-Respiratory Information to Support Mental Wellbeing

Amores, J., Hernandez, J., Dementyev, A., Wang, X., Maes, P. "A Wearable Olfactory Display that Monitors Cardio-respiratory Information to Support Mental Wellbeing," Proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, July 2018
Article Research

How the body could power pacemakers and other implantable devices

Batteries wear out, but breathing, sweat and body heat might provide alternative fuel.
Future Storytelling
Archived
Archived
Project Research

Multi-SPRING

OverviewWe have created a new customizable, multi-user research-through-play platform designed to facilitate social skill development for...
Archived
Publication Research

Vomit Comet Physiology: Autonomic Changes in Novice Flyers

Johnson, K.T., Taylor, S., Fedor, S., Jaques, N., Chen, W., Picard, R.W. "Vomit Comet Physiology: Autonomic Changes in Novice Flyers." Proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, July 2018.
Publication Research

Wearable ESM: Comparing the Wearable Experience Sampling Method across Wearable Devices

Hernandez, J., McDuff, D., Infante, C., Maes, P., Quigley, K., and Picard, R. W. "Wearable ESM: Comparing the Wearable Experience Sampling Method across Wearable Devices," In Proceedings of Mobile Human Computer Interaction, Florence, Italy, September 2016.
Article Research

figur8: digitizing 3-D body movements for everyone

Nan-Wei Gong and figur8 are spurring the growth of wearable technology within the sports medicine and digital health sectors.
Research
Center for Extreme Bionics

Center for Extreme Bionics
Project Research

HeartBit

HeartBit is an interface designed for haptic heart rate biofeedback. A handheld heart beats alongside your own, mirroring the size, weigh...
Project Research

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

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

SNAPSHOT Study

The SNAPSHOT study seeks to measure Sleep, Networks, Affect, Performance, Stress, and Health using Objective Techniques. It is an NIH-fun...
Project Research

QuantifyMe

Unlike traditional randomized controlled trials that generalize relationships in large groups of people, single-case experiments seek to ...
Project Research

Gender Shades

The Gender Shades project pilots an intersectional approach to inclusive product testing for AI.Algorithmic Bias PersistsGender Shades is...
Center for Civic Media
Archived
Project Research

DermalAbyss: Possibilities of Biosensors as a Tattooed Interface

Can tattoos embrace technology in order to make the skin interactive?The DermalAbyss project is the result of a collaboration between MIT...
Archived
Archived
Project Research

Intrepid

Every 98 seconds, a person in the United States is sexually abused. Every 16 hours, a woman in the United States is murdered by her ...
Archived
Project Research

CAPS: Curbing Assault to Protect Society

We present CAPS, wearable on-body capsules which produce repulsive odor to deter sexual abuse. The capsules can be triggered by self...
Project Research

Conformal Piezoelectric Mechanical Energy Harvesters: Mechanically Invisible Human Dynamos

Nearly all classes of wearable and implantable biomedical devices depend on battery power for continuous operation. However, the life spa...
Article Research

The body electric

What if wearable and implantable devices could harvest energy from the heat, sweat or vibrations of the wearer?
Project Research

Behavioral Indications of Depression Severity

In collaboration with Massachusetts General Hospital, we are conducting a clinical trial exploring objective methods for assessing depres...
Publication Research

QuantifyMe: An Open-Source Automated Single-Case Experimental Design Platform

Taylor, S.*, Sano, A.*, Ferguson, C., Mohan, A., Picard, R. "QuantifyMe: An Open-Source Automated Single-Case Experimental Design Platform," Sensors, April 2018. (*equal contribution)
Publication Research

AlterEgo: A Personalized Wearable Silent Speech Interface

A. Kapur, S. Kapur, and P. Maes, "AlterEgo: A Personalized Wearable Silent Speech Interface." 23rd International Conference on Intelligent User Interfaces (IUI 2018), pp 43-53, March 5, 2018.
Publication Research

Morphology Extension Kit: A Modular Robotic Platform for Physically Reconfigurable Wearables.

Sang-won Leigh, et al. "Morphology Extension Kit: A Modular Robotic Platform for Physically Reconfigurable Wearables." TEI 18, pp 11-18, March 3, 2018.
Article Research

Facial recognition software is biased towards white men, researcher finds

New research out of MIT’s Media Lab is underscoring what other experts have reported or at least suspected before: facial recognition tec...
Project Research

ChromoSkin

Makeup has long been used as a body decoration process for self-expression and for the transformation of one's appearance. While the mate...
Archived
Research
Electronic Publishing

How to distill meaning from complex everyday experiences.
Article Research

DuoSkin selected as a finalist in the 2017 World Technology Awards

DuoSkin was one of four finalists in the Design category of the 2017 World Technology Awards.
Publication Research

The dermal abyss: interfacing with the skin by tattooing biosensors

Katia Vega, Nan Jiang, Xin Liu, Viirj Kan, Nick Barry, Pattie Maes, Ali Yetisen, Joe Paradiso. " The dermal abyss: interfacing with the skin by tattooing biosensors." Proceedings of the 2017 ACM International Symposium on Wearable Computers, ISWC '17 , p. 138-145, 2017.
Publication Research

Location Patterns from Phone Sensors May Help Predict Depressive Symptoms: A Longitudinal Pilot Study

Howe, E., Ghandeharioun, A., Pedrelli, P., Mischoulon, D., Picard, R., Fedor, S. "Location Patterns from Phone Sensors May Help Predict Depressive Symptoms: A Longitudinal Pilot Study," Association for Behavioral and Cognitive Therapies Annual Convention – Tech SIG, San Diego, CA, November 2017.
Publication Research

Multimodal Ambulatory Sleep Detection Using Recurrent Neural Networks

Chen, W.*, Sano, A.*, Lopez, D., Taylor, S., McHlll, A. W., Phillips, A. J., Barger, L.K., Czeisler, C. A., Picard, R. W. "Multimodal Ambulatory Sleep Detection Using Recurrent Neural Networks," Sleep 2017 (oral), June 2017.
Publication Research

Multimodal Ambulatory Sleep Detection

Chen, W.*, Sano, A.*, Lopez, D., Taylor, S., McHill, A. W., Phillips, A. J. K., Barger, L. K., Klerman, E. B., and Picard, R. W., "Multimodal Ambulatory Sleep Detection," In Proc. IEEE International Conference on Biomedical and Health Informatics (BHI), Orlando, Florida, pp. 465-468, 2017. (*equal contribution)
Publication Research

Findings from Modeling Peaks in Electrodermal Activity during Sleep as a Point Process

Taylor, S., Sano, A., and Picard, R. W. "Findings from Modeling Peaks in Electrodermal Activity during Sleep as a Point Process" 56th Annual Meeting of the Society for Psychophysiological Research, Minnesota, USA, September 2016.
Thesis Research

Characterizing Electrodermal Responses during Sleep in a 30-day Ambulatory Study

Taylor, S. "Characterizing Electrodermal Responses during Sleep in a 30-day Ambulatory Study", MIT Master's Thesis, September 2016.
Publication Research

Recognizing Academic Performance Sleep Quality Stress Level and Mental Health using Personality Traits Wearable Sensors and Mobile Phones

Sano, A., Phillips, A.J., Yu A.Z., McHill, A.W., Taylor, S., Jaques, N., Czeisler, C,A., Klerman, E.B., Picard. R.W., "Recognizing Academic Performance, Sleep Quality, Stress Level, and Mental Health using Personality Traits, Wearable Sensors and Mobile Phones," In the proceedings of Body Sensor Networks, Cambridge, USA, June 2015.
Publication Research

Wavelet-Based Motion Artifact Removal for Electrodermal Activity

Chen, W., Jaques, N., Taylor, S., Sano, A., Fedor, S., and Picard, R. "Wavelet-Based Motion Artifact Removal for Electrodermal Activity" In Proc. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, August 2015.
Publication Research

Prediction of Happy-Sad Mood from Daily Behaviors and Previous Sleep History

Sano, A., Yu A.Z., McHill, A.W., Phillips, A.J., Taylor, S., Jaques, N., Czeisler, C,A., Klerman, E.B., Picard. R.W. "Prediction of Happy-Sad Mood from Daily Behaviors and Previous Sleep History" In Proc. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, August 2015
Publication Research

Active Learning for Electrodermal Activity Classification

Xia, V., Jaques, N., Taylor, S., Fedor, S., and Picard, R. "Active Learning for Electrodermal Activity Classification" In Proc. IEEE Signal Processing in Medicine and Biology Symposium, Philadelphia, Pennsylvania, December 2015.
Publication Research

Structure of Electrodermal Responses during Sleep

Taylor, S., Sano, A., and Picard, R. "Structure of Electrodermal Responses during Sleep," Sleep2017, June 2017.