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Research
AHA: Advancing Humans with AI

Advancing Humans with AI (AHA)
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City Science

Looking beyond smart cities
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Multisensory Intelligence

Creating human-AI symbiosis across scales and sensory mediums to enhance productivity, creativity, and wellbeing
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sAIpien

Scalable AI Program for the Intelligent Evolution of Networks
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Affective Computing

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

Theme | Attention, Memory + Learning

Projects related to the theme of how digital systems may support attention, memory, and learning.
Project Research

Open Dance Lab: Digital Platform for Examining, Experimenting, and Evolving Intangible Cultural Data

We propose a computational approach to preserve traditional dance as living cultural heritage, exploring the use of technology to capture k…
Project Research

Perspective-Aware AI

Perspective-Aware AI (PAI) is a new approach to AI that goes beyond simply avoiding bias. It focuses on understanding, representing, and in…
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Signal Kinetics

Inventing, building, and deploying wireless sensor technologies to address complex problems in society, industry, and ecology
Archived
Project Research

Frisson

Interoceptive Technologies: Inducing emotions from the body upInspirationThere’s a feeling that comes tingling down the spine in certain mo…
Archived
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Human Dynamics

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

Enhancing human physical capability
Publication Research

Structural Learning in the design of Perspective-Aware AI Systems using Knowledge Graphs

Alirezaie, Marjan, Hossein Rahnama, and Alex Pentland. "Structural Learning in the design of Perspective-Aware AI Systems using Knowledge Graphs." Proceedings of the AAAI. 2024.
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Responsive Environments

Augmenting and mediating human experience, interaction, and perception with sensor networks
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Fluid Interfaces

Designing Systems for Cognitive Augmentation
Project Research

Cyborg Psychology: The Art + Science of Designing Human-AI Systems that Support Human Flourishing

This research aims to address the timely and timeless challenge of human-computer interaction by focusing on designing and studying human-A…
Archived
Project Research

Theme | Attention, Memory & Learning

Several of our projects aim to support learning and creativity. While some systems focus on a specific skill to be strengthened, e.g.,…
Archived
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Media Lab Research Theme: Life with AI

Life with AI | Designing the future of smart systems to improve the human experience
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Media Lab Research Theme: Future Worlds

Future Worlds | Design and action for the future we want to live in
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Media Lab Research Theme: Cultivating Creativity

Cultivating Creativity | Catalyzing a global movement enabling everyone to unlock and unleash their individual and collective creativity
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Media Lab Research Theme: Connected Mind + Body

Connected Mind + Body | Revolutionizing the future of mental and physical wellbeing
Project Research

Legal Storytelling

"Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling," published by the Association for Computat…
Project Research

Developing Symbiotic Virtuosity: AI-augmented Musical Instruments and Their Use in Live Music Performances

This project seeks to explore and further develop the concept of "Symbiotic Virtuosity," where artificial intelligence (AI) and human music…
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Space Exploration Initiative

Designing, prototyping, and building the artifacts of our sci-fi space future
Project Research

Theme | Health + Wellbeing

We develop systems that support health and wellbeing, with a special focus on mental health. We design, study and apply technologies s…
Publication Research

Developing Symbiotic Virtuosity: AI-Augmented Musical Instruments and Their Use in Live Music Performances

Blanchard, Lancelot*, Perry Naseck*, Eran Egozy, and Joseph A. Paradiso. 2024. “Developing Symbiotic Virtuosity: AI-Augmented Musical Instruments and Their Use in Live Music Performances.” An MIT Exploration of Generative AI, September. https://doi.org/10.21428/e4baedd9.69c11de7.
Post Research

Neurally Controlled Prosthesis in the News

News coverage of the neural control prosthetic from Biomechatronics group.
Project Research

Full neural control of a bionic limb to restore biomimetic gait after amputation

This project focuses on developing and integrating new powered prosthetic limbs, sensor systems, and surgical technologies to restore neura…
Archived
Project Research

T² Tool Kit: A Tangible Telepresence Concept Framework

T² Tool Kit:  A Tangible Telepresence (T²) Concept Framework aiming at  Future Human Diaspora
Archived
Article Research

A prosthesis driven by the nervous system helps people with amputation walk naturally

A new surgical procedure gives people more neural feedback from their residual limb. With it, seven patients walked more naturally
Project Research

Synthetic Sensations

Electrical stimulation has long been used in medicine to induce phosphenes, or visual sensations, in patients with visual impairments. Rece…
Publication Research

Synthetic Visual Sensations: Augmenting Human Spatial Awareness with a Wearable Retinal Electric Stimulation Device

Valdemar Danry, Laura Chicos, Matheus Fonseca, Ishraki Kazi, and Pattie Maes. 2024. Synthetic Visual Sensations: Augmenting Human Spatial Awareness with a Wearable Retinal Electric Stimulation Device. In The Augmented Humans International Conference (AHs 2024), April 4–6, 2024, Melbourne, VIC, Australia. ACM, New York, NY, USA, 13 pages. https://doi.org/10.1145/3652920.3652932
Project Research

Synthetic Self-Perception

Perceptual illusions have the power to change our abilities and behaviours. Prior research in virtual reality (VR) has shown that transport…
Thesis Research

Investigating the Use of Synthetic Media and Real-Time Virtual Camera Filters for Supporting Communication and Creativity

Leong, Joanne. Investigating the Use of Synthetic Media and Real-Time Virtual Camera Filters for Supporting Communication and Creativity. 2021. Massachusetts Institute of Technology, MS Thesis.
Archived
Project Research

Essence Wearables: Biometric Olfactory Interfaces for Day and Night

Human-computer interaction (HCI) has traditionally focused on designing and investigating interfaces that provide explicit visual, auditory…
Archived
Article Research

How Under 30 company Augmental is creating tongue-controlled mouse pads–with just over $1 million in funding

Augmental co-founders have been recognized in the Social Impact category of the 2023 Forbes 30 Under 30 list.
Article Research

How x-ray vision is becoming a reality

Tara Boroushaki, a PhD student in the Signal Kinetics group, explains how she's combined AR and wireless signals to find hidden objects.
Project Research

Augmented Reality with X-Ray Vision

X-AR is an augmented reality (AR) system that gives humans "X-Ray Vision" X-AR is a new AR headset that enables users to see things th…
Article Research

Want to control your electronics with your tongue? This company is making that happen

Media Lab alum Tomás Vega talks to ZDNet about MouthPad, a Bluetooth-enabled mouthpiece that enables hands-free control of digital devices.
Article Research

MIT graduate develops hands-free tongue-controlled computer interface

7NEWS talks to Fluid Interfaces alum Tomás Vega and his Augmental co-founder Corten Singer about their bluetooth-enabled mouthpiece.
Article Research

New research from the Signal Kinetics research group is featured on "Science Without the Gobbledygook"

Physicist Sabine Hossenfelder discusses X-AR, the new research from the Media Lab’s Signal Kinetics group.
Article Research

MIT researchers develop augmented reality headset to help users see hidden objects

Using augmented reality, the X-AR system developed by the Signal Kinetics research group can guide users to find hidden objects.
Article Research

Meet mouthpad^, a mouthpiece with trackpad that fully controls devices using tongue

Spinoff Augmental announces The MouthPad^, a custom-fit 3D-printed mouthpiece that lets users control digital devices hands-free.
Article Research

Startup Creates Mouthpiece for Controlling Devices with Your Tongue

The device converts the user's tongue position and pressure into cursor actions by processing signals through a machine-learning algorithm.
Article Research

Are brain implants the future of computing?

The Economist reports on the future of brain-computer interfaces, including work being done by researcher Nataliya Kosmyna.
Article Research

Magnetic sensors track muscle length

Using a new technology, researchers hope to create better control systems for prosthetic limbs.
Archived
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 evolv…
Archived
Archived
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 projec…
Archived
Archived
Project Research

Breathing Garment: A respiratory regulation garment for voice pedagogy

Using OmniFiber technology, we fabricated a type of undergarment that singers can wear to monitor and play back the movement of respiratory…
Archived
Article Research

Virtual Event – ‘Augmented’: The future of brain-controlled prosthetic limbs

Alum Shriya Srinivasan, Dr. Matthew Carty, climber Jim Ewing, and others join STAT and Nova PBS for a conversation about the Augmented film.
Post Research

Augmented | Nova PBS episode featuring Hugh Herr

"Augmented" is a Nova PBS documentary episode that premiers Wednesday, 2/23, featuring Biomechatronics group head Hugh Herr.
Article Research

‘Augmented’ documentary charts what is gained from a reimagined amputation

Augmented is a Nova PBS documentary produced by STAT News, which follows the development of a new amputation procedure and bionic prostheses
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 proprioception,…
Project Research

Powered Ankle-Foot Prosthesis

The human ankle provides a significant amount of net positive work during the stance period of walking, especially at moderate to fast walk…
Project Research

Magnetomicrometry: Tissue Tracking via Implanted Magnetic Beads

Amputation, muscle weakness, and nerve damage can make it difficult to perform simple daily tasks. In this project, we are developing a mi…
Article Research

Emerging Interfaces for Human Augmentation

Pattie Maes talks about optimizing technology to be used by people, through fluid, interactive, immersive, and wearable systems.
Post Research

Zero Gravity Flight 2019

This mission included participation from several departments at MIT and outside collaborators from across the globe.
Project Research

AlterEgo

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

Flexible dry electrodes for EMG acquisition within prosthetic sockets

Acquisition of surface electromyography (sEMG) from a person with an amputated lower extremity (LE) during prosthesis-assisted walking rema…
Project Research

Living Bits

Living Bits : Opportunities and Challenges for Integrating Living Microorganisms in Human-Computer InteractionThere are trillions of living…
Project Research

Chill.out

Temperature influences our perception and cognition both consciously and subconsciously. These effects are rooted in our bodily experiences…
Project Research

Byte.it

Discreet Teeth Gestures for Mobile Device InteractionByte.it is a miniaturized, discreet interface that uses teeth gestures for hands-free …
Project Research

Wearable Wisdom

Wearable Wisdom: An Intelligent Audio-Based System for Mediating Wisdom and AdviceHaving good mentors and role models is important for pers…
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.
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.
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.