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MUSE RESEARCH

Featured research with Muse

Muse is a powerful, compact electroencephalography (EEG) system. By leveraging improvements in dry sensor technology, Bluetooth and battery life, as well as significant advances in digital signal processing, Muse makes it easy to access and use brainwave data, inside and outside the laboratory and in real-world environments.

Featured research with Muse Featured research with Muse
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Highlighted Research

Attentional and Affective Consequences of Technology Supported Mindfulness: a Randomised Trial

Read the Paper in BMC Psychology >

Characterizing Population EEG Dynamics throughout Adulthood

Read the Paper in eNeuro >

Novel Speed-of-Learning Effects Detected in Neurofeedback

Read the Paper in PLOS One >

Neuroscientists Study Meditation-Related Changes in Brain Performance

Watch the video >

Meditation

Can a technology teach meditation? Experiencing the EEG headband interaxon muse as a meditation guide (2020)

Technology supported mindfulness for obsessive compulsive disorder: Self-reported mindfulness and EEG correlates of mind wandering (2021)

Meditation as a Promising Tool to Alleviate Task-oriented Frustration (2018)

Effect of wearable wellness brain sensing mindfulness-based technology in newly diagnosed surgical breast cancer patients: A randomized intervention (2019)

EEG Neurofeedback During Focused Attention Meditation: Effects on State Mindfulness and Meditation Experiences (2020)

Reconnecting the body and the mind: Technology to support mindfulness for stress (2019)

Effects of technology-mediated mindfulness practice on stress: psychophysiological and self-report measures (2018)

The impact of technology supported mindfulness training on attention and emotion (2016)

Analysis of the meditation brainwave from consumer EEG device (2015)

Supporting Mindfulness Practices with Brain-Sensing Devices. Cognitive and Electrophysiological Evidences (2018)

Use of a Wearable EEG Headband as a Meditation Device for Women With Newly Diagnosed Breast Cancer: A Randomized Controlled Trial (2019)

EEG Studies

Choosing MUSE: Validation of a low-cost, portable EEG system for ERP research (2017)

Comparison of medical and consumer wireless EEG systems for use in clinical trials (2017)

A deep evolutionary approach to bioinspired classifier optimisation for brain-machine interaction (2019)

Cross-Domain MLP and CNN Transfer Learning for Biological Signal Processing: EEG and EMG (2020)

Characterizing population EEG dynamics throughout adulthood (2016)

Using portable EEG to assess human visual attention (2017)

Brain-EE: Brain enjoyment evaluation using commercial EEG headband (2016)

Hands-on Undergraduate Experiences Using Low-Cost Electroencephalography (EEG) Devices (2019)

Analysis of the meditation brainwave from consumer EEG device (2015)

Self-supervised representation learning from electroencephalography signals (2019)

Deep learning-based electroencephalography analysis: a systematic review (2019)

EEG Neurofeedback During Focused Attention Meditation: Effects on State Mindfulness and Meditation Experiences (2020)

Using Muse: Rapid Mobile Assessment of Brain Performance (2021)

Classification of Cognitive Fatigue with EEG Signals (2020)

A personalized reading coach using wearable EEG sensors: A pilot study of brainwave learning analytics (2018)

A study on multi-class anxiety detection using wearable EEG headband (2021)

Emotional Well-Being in Urban Wilderness: Assessing States of Calmness and Alertness in Informal Green Spaces (IGSs) with Muse—Portable EEG Headband (2021)

Performance & Stress

Classification of Perceived Mental Stress Using A Commercially Available EEG Headband (2019)

Reconnecting the body and the mind: Technology to support mindfulness for stress (2019)

Exploring the Effects of Muse and Spire on Stress Management (2016)

The impact of technology supported mindfulness training on attention and emotion (2016)

Conscious, Pre-Conscious and Unconscious Mechanisms in Emotional Behaviour. Some Applications to the Mindfulness Approach with Wearable Devices (2017)

Supporting Mindfulness Practices with Brain-Sensing Devices. Cognitive and Electrophysiological Evidences (2019)

Stress and neurocognitive efficiency in managerial contexts: A study on technology-mediated mindfulness practice (2019)

Effects of technology-mediated mindfulness practice on stress: psychophysiological and self-report measures (2018)

Attentional and affective consequences of technology supported mindfulness training: a randomised, active control, efficacy trial (2016)

Promoting relaxation using virtual reality, olfactory interfaces and wearable EEG (2018)

Using Muse: Rapid Mobile Assessment of Brain Performance (2021)

A study on multi-class anxiety detection using wearable EEG headband (2021)

Wearable Technologies for Mental Workload, Stress, and Emotional State Assessment during Working-Like Tasks: A Comparison with Laboratory Technologies (2021)

Emotional Well-Being in Urban Wilderness: Assessing States of Calmness and Alertness in Informal Green Spaces (IGSs) with Muse—Portable EEG Headband (2021)

Medical Applications

Application of the Muse portable EEG system to aid in rapid diagnosis of stroke (2020)

Comparison of medical and consumer wireless EEG systems for use in clinical trials (2017)

Portable EEG monitoring for older adults with dementia and chronic pain - A feasibility study (2021)

Predicting stroke severity with a 3-min recording from the Muse portable EEG system for rapid diagnosis of stroke (2020)

Technology supported mindfulness for obsessive compulsive disorder: Self-reported mindfulness and EEG correlates of mind wandering (2021)

Electroencephalographic monitoring of brain wave activity during laparoscopic surgical simulation to measure surgeon concentration and stress: Can the student become the master? (2015)

Effect of wearable wellness brain sensing mindfulness-based technology in newly diagnosed surgical breast cancer patients: A randomized intervention (2019)

Stroke identification using a portable EEG device – A pilot study (2019)

Use of a Wearable EEG Headband as a Meditation Device for Women With Newly Diagnosed Breast Cancer: A Randomized Controlled Trial (2019)

Mindfulness Training for People With Dementia and Their Caregivers: Rationale, Current Research, and Future Directions (2018)

Self-Calibrating Protocols as diagnostic AIDS for personal medicine, neurological conditions and pain assessment (2016)

Brain Computer Interface Application for People with Movement Disabilities (2019)

Miscellaneous

A short virtual reality mindfulness meditation training for regaining sustained attention (2019)

Promoting relaxation using virtual reality, olfactory interfaces and wearable EEG (2018)

PsychicVR (2016)

MUSE: A Portable Cost-efficient Lie Detector (2018)

Our Advisory Board

Prof. Steve Mann, PhD
Prof. Steve Mann, PhD

Stanford University, Departament of Electrical Engineering

Representative Patrick J. Kennedy
Representative Patrick J. Kennedy

The Kennedy Forum & One Mind for Research

Amy Kennedy
Amy Kennedy

The Kennedy Forum

Dr. Norman Anderson, PhD
Dr. Norman Anderson, PhD

Former CEO of the American Psychological Association

Dr. Dean Ornish, MD
Dr. Dean Ornish, MD

Preventive Medicine Research Institute

Dr. Rudy Tanzi, PhD
Dr. Rudy Tanzi, PhD

Massachusetts General Hospital

Dr. Daniel Kraft, MD
Dr. Daniel Kraft, MD

Executive Director, Exponential Medicine

Dr. Henry Harbin, MD
Dr. Henry Harbin, MD

Psychiatrist & Health Care Professional

Dr. John P. Sullivan
Dr. John P. Sullivan

Sport Scientist & Clinical Sport Psychologist

Dr. Norman Doidge, MD
Dr. Norman Doidge, MD

University of Toronto

Jim Kwik
Jim Kwik

Kwik Learning

See All Members

Backed by research from prestigious institutions:

SUPPORT

Contact Us

We want to hear from you! If you have any questions regarding our featured research studies, or if you'd like to get in touch with us to discuss future research initiatives, please contact our support team!

Email: Contact Support
Live Chat with Customer Care: Go to choosemusue.com/faq and click “Chat with us!” in the bottom right corner of your screen.

Hours of Operation:

Monday—Friday: 9 AM — 5 PM EST, Excluding Canadian Holidays
Evenings & Weekends: For immediate support outside of business hours, our chatbot located in the bottom right of your screen is ready to help!

Research Resource Identifier (RRID)

If you’re publishing research papers with Muse, make them more easily identifiable to other scientists through the Research Resource Identifier (RRID) initiative. Don’t forget to insert Muse’s unique identifier in your paper’s methods section when you first mention Muse, like this: Muse (SCR_014418).

Learn More >

Muse Tools for Developers & Researchers

Muse SDK

Muse SDK handles the Bluetooth connection and asynchronously manages that connection.

By linking with the Muse library, an application can access signals from the sensors on the Muse headband (EEG, PPG, accelerometer, etc.) along with a few processed signals as identified in the SDK documentation.

Register for Muse SDK

Muse Professionals Program

Researchers using Muse can access the same professional tools as clinicians through the Muse Professionals Program.

Learn More

Research Inquiries

For questions or help using Muse in your research, or education program - please contact us!

Inquire

Top Blog Articles

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