Research
Signal Kinetics

Extending human and computer abilities in sensing, communication, and actuation through signals and networks
Archived
Research
Scalable Cooperation

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

Prediction and Analysis of Degree of Suicidal Ideation in Online Content

Jones, Noah. Prediction and Analysis of Degree of Suicidal Ideation in Online Content. 2020. MIT, SM Thesis.
Research
City Science

Looking beyond smart cities
Project Research

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...
Research
Open Ocean

Open Ocean
Research
Affective Computing

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

Designing systems for cognitive enhancement
Research
Biomechatronics

Enhancing human physical capability
Research
Human Dynamics

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

Cultivating wisdom through evolutionary and ecological engineering
Article Research

Making Self-Care Fun

How MIT is leveraging game design principles to combat depression.
Project Research

Robotic Positive Psychology Coach for College Students

A significant number of college students suffer from mental health issues that impact their physical, social, and occu...
Project Research

AttentivU

AttentivU is  a  device, in the  form factor of a pair of glasses,  which senses brain activity (electroencephal...
Research
Responsive Environments

Augmenting and mediating human experience, interaction, and perception with sensor networks
Research
Viral Communications

Creating scalable technologies that evolve with user inventiveness
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...
Research
Conformable Decoders

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

ambienBeat: Mobile tactile biofeedback for subliminal heart rate rhythmic regulation

We present a mobile heart rate regulator—ambienBeat—which provides closed-loop ambient biofeedback via subliminal tactile stimulus based ...
Archived
Project Research

Thinking Cap

Peoples' mindsets, meaning their beliefs about their own intellectual abilities, affect their effort and thereby their performance on tas...
Archived
Project Research

LeakyPhones

LeakyPhones is a public/private headset that was designed to encourage face-to-face interactions, curiosity, and healthier ...
Archived
Project Research

Predicting students' wellbeing from physiology, phone, mobility, and behavioral data

The goal of this project is to apply machine learning methods to model the wellbeing of MIT undergraduate students. Extensive data is obt...
Thesis Research

Forecasting Mental Distress using Healthcare Claims Data

Taylor, Sara. Forecasting Mental Distress using Healthcare Claims Data. 2020. MIT, PhD dissertation.
Archived
Research
Open Agriculture (OpenAg)

Open Agriculture Initiative (OpenAg)
Project Research

The Guardians

The Guardians Project aims to use the same game design principles used in mobile games to help people form beneficial long-term habits an...
Archived
Project Research

Personal Food Computer

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

Lesson of a Pandemic for a Connected World

Let’s jumpstart a new infrastructure for industry, health, learning, and the people.
Article Research

This MIT app makes self-care as addictive as a video game

Collect cute monsters and make your brain feel better.
Post Research

Human Dynamics team tops Fragile Families Challenge

Media Lab researchers win three of six categories in inaugural contest.
Project Research

BioEssence

A wearable olfactory display that monitors cardio-respiratory information with the aspiration to support mental wellbeing.BioEssence is a...
Project Research

Wearable and Biometric Olfactory Interfaces for Day and Night

Human-computer interaction (HCI) has traditionally focused on designing and investigating interfaces that provide explicit visual, audito...
Research
PlusMinus

PlusMinus
Publication Research

Probabilistic Latent Variable Modeling for Assessing Behavioral Influences on Well-Being

Nosakhare, E., Picard, R. W. Probabilistic Latent Variable Modeling for Assessing Behavioral Influences on Well-Being," ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’19), August 4–8, 2019, Anchorage, AK, USA. ACM, New York, NY, USA. https://doi.org/10.1145/3292500.3330738
Publication Research

Towards Assessing and Recommending Combinations of Behaviors for Improving Health and Well-Being

Nosakhare, E., and Picard. R. 2019. Toward Assessing and Recommending Combinations of Behaviors for Improving Health and Well-Being. ACM Trans. Comput. Healthcare 1, 1, Article 4 (December 2019), 29 pages.
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...
Project Research

Essence

The sense of smell is perhaps the most pervasive of all senses, but it is also one of the least understood and least exploited in HCI. We...
Publication Research

Essence: Olfactory Interfaces for Unconscious Influence of Mood and Cognitive Performance

Judith Amores and Pattie Maes. 2017. Essence: Olfactory Interfaces for Unconscious Influence of Mood and Cognitive Performance. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '17). ACM, Denver, CO, USA. DOI: http://dx.doi.org/10.1145/3025453.3026004
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. "BioEssence: 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
Project Research

PAL: a wearable on-device deep learning platform for personalized, context-aware, and closed-loop real-time support

OverviewPAL is a  wearable platform for personalized, context-aware, and always-present user change.  PAL has mu...
Project Research

Theme | Wearable Biotech Enhancement

Lab on Body, Synthetic Biology, and Bio-Digital Systems for Health and Human Enhancement
Project Research

AttentivU: Towards Improved Wellbeing in the Car

Several research projects have recently explored the use of physiological sensors such as electroencephalography (EEG - brain activity) o...
Project Research

Mice Against Ticks - Preventing tick-borne disease by permanently immunizing mice

Lyme disease is the most common vector-borne infection in North America. People are infected when bitten by ticks; ticks are typically in...
Publication Research

Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks

Umematsu, T., Sano, A., Taylor, S., and Picard, R. "Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks.", 2019 IEICE Society Conference, Japan, September 2019.
Project Research

Deep Reinforcement Learning for Pain Management

Opioid therapy is the cornerstone of management of pain in the ICU. However, opioids present numerous side effects and are highly addicti...
Research
Personal Robots

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

Ticks: They’re not just for hikers anymore

The menacing mites have invaded suburban backyards and even parts of Boston. And Lyme disease isn’t the only thing they carry.
Article Research

A community-guided genome editing project can fight Lyme disease

Kevin Esvelt writes about the Sculpting Evolution group’s project to immunize mice against Lyme disease through gene editing.
Archived
Research
Advancing Wellbeing

Advancing Wellbeing
Article Research

Opioid epidemic may have new nemesis in AI-based ‘deep reinforcement learning’

In the new study, PhD candidate Daniel Lopez-Martinez of MIT and colleagues used data from more than 40,000 hospitalizations
Article Research

Decoding physical patterns of our bodies via conformable devices

In an interview with Medgadget, Canan Dagdeviren talks about the mission and ethos of Conformable Decoders
Article Research

Using AI to manage opioid use in hospital ICUs

New Harvard-MIT deep reinforcement learning algorithm optimizes pain management.
Article Research

J-WAFS announces seven new seed grants

Nine MIT principal investigators will receive grants totaling over $1 million for research focused on global food and water challenges.
Publication Research

Social Robots for Hospitalized Children

Logan, Deirdre, et al. "Social Robots for Hospitalized Children." Pediatrics 143.6 (2019).
Project Research

Huggable: A social robot for pediatric care

The Huggable is a new type of robotic companion for health care, education, and social communication applications. The Huggable is much m...
Article Research

RFID stickers could signal contaminated food

MIT researchers have found a way to check many items instantly, non-invasively, and from a distance—using the RFID tags.
Post Research

Affective Computing researchers win Best Paper Award at IEEE BHI 2019

"Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks," by Terumi Umematsu, Akane Sano, Sara Taylor, an...
Publication Research

Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks

Umematsu, T., Sano, A., Taylor, S., and Picard, R. "Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks." IEEE International Conference on Biomedical and Health Informatics (BHI), Chicago, Illinois, May 2019. (BEST PAPER AWARD - 1st Prize)
Project Research

Improving wellbeing prediction performance using temporal machine learning models

This project aims to improve the prediction accuracy of wellbeing (stress, mood, and health levels) using temporal machine learning model...
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...
Post Research

Space Health Wearables

Designing Wearables for Space Exploration
Project Research

Make the Breast Pump Not Suck Hackathon 2018

A Case for Breastfeeding InnovationBreastfeeding saves lives.If women globally were able to meet the WHO's public health goal to exclusiv...
Project Research

Identifying the human impacts of climate change

Climate change is going to alter the environments that we depend on in myriad ways. We're using data to identify and quantify these poten...
Project Research

BrightBeat: Effortlessly influencing breathing for cultivating calmness and focus

The relationship between breathing and self-reported stress is bidirectional. Respiration pattern is an indicator of stress, but it can a...
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

HeartBit

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

Stress measurement using speech: Recent advancements, validation issues, and ethical and privacy considerations

Slavich G.M., Taylor S., Picard R.W. "Stress measurement using speech: Recent advancements, validation issues, and ethical and privacy considerations," Stress, 2019.
Article Research

The data is in. Frogs don’t boil. But we might.

The metaphor of the frog in water that is heated slowly has long been used to describe the potential risk of climate change.