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Nataliya Kos'myna

Research Scientist
Contact Information:
Groups
Project Research

MindSpace3D: 3D Object Reconstruction from Brain Activity (EEG)

​Recent advances in visual decoding have demonstrated the feasibility of classifying and reconstructing perceived images from evoked brain …
Project Research

Measuring Confusion using EEG and Eye-Tracking

There are currently  UROP openings for this project. Humans regularly navigate an overwhelming amount of information via text med…
Project Research

SpaceDock: Operationally Relevant Task for Broad Deployment in Spaceflight

Assessing and understanding operationally-relevant performance is key to helping ensure safety in complex, dynamic environments. Two curren…
Project Research

AttentivU: EEG+EOG+fNIRS glasses

A rapidly growing number of studies demonstrate the potential benefits of Brain-Computer Interfaces (BCIs) in a wide range of use…
Project Research

Your Brain on ChatGPT

Check project's website: https://www.brainonllm.comWith today's wide adoption of LLM products like ChatGPT from OpenAI, humans and bus…
Project Research

NeuroChat

👉 Read the full paper here (open access).  NeuroChat is a neuroadaptive AI tutor that combines generative AI with real-…
Project Research

Theme | Human-AI Interaction

Advances in machine learning have recently enabled the synthesis of text, images, audio and video data, in what is referred to as Generativ…
Project Research

Theme | Interfaces + Platforms

Our research group designs various hardware and software platforms that can be used to do scientific experiments or implement a particular …
Project Research

Theme | Attention, Memory + Learning

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

AVP-EEG

 Enhancing Apple Vision Pro headset with brain sensing capabilities via non-invasive brain sensing (Electroencephalography - EEG)…
Project Research

AttentivU: AR Glasses

Very few research works featuring AR and Brain-Computer Interface (BCI) systems considered integrating cognitive state of the user in their…
Project Research

Image Classification and Reconstruction from Low-Density EEG

🥵 Reconstruction of perceived images from the brain is currently a hot topic in brain imaging space. 💸💸💸 However, previous approaches have …
Project Research

NeuraLiminal

 NeuraLiminal: Choose Your Reality
NeuraLiminal is an immersive art exhibition that celebrates the union between human and machine, sh…
Project Research

Ddog

​The Ddog project features a Spot robot from Boston Dynamics and a Brain-Computer Interface (BCI) system powered by AttentivU, a pair of wi…
Project Research

Assisting Communication for Minimally Verbal Individuals

​In collaboration with the Lurie Center for Autism, Massachusetts General Hospital, and MIT Lincoln Lab, the aim is to study, characterize …
Project Research

NeuraFutures

There are currently  UROP openings for this project. Website of the project: https://www.neurafutures.com NeuraFutures …
Project Research

Personalized Performance-Optimization Platform (AttentivU - P-POP)

​The environmental conditions of prolonged spaceflight pose significant psychological risks for astronauts. In particular, crews of future …
Project Research

AttentivU - Headphones

AttentivU Headphones is one of the form-factors of AttentivU system. AttentivU Headphones feature the total of 9 dry or semi-dry …
Project Research

Brain Switch

The Brain Switch is a real-time, closed-loop brain-computer system allowing for real-time correspondence of simple user needs to a caretake…
Project Research

AttentivU+XR: Measuring Engagement, Visual, Auditory Attention, Imagery and Intent using Brain Activity

In this project we propose a prototype which combines an existing AR headset Hololens 2 with a Brain-Computer Interfaces (BCI) system based…
Project Research

The Thinking Cap 2.0: Fostering growth mindset of children by means of electroencephalography and perceived magic

In this work we suggest to harness the power of knowledge-seeking positive experiences, engagement, and curiosity that objects perceived as…
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) or …
Project Research

AttentivU

​There are currently  UROP openings for this project. AttentivU is a neural AI platform for wireless non-invasive sensing of pers…
Project Research

Thinking Cap

Find out more about the new version of the system, "The Thinking Cap 2.0" here.Peoples' mindsets, meaning their beliefs about their own int…