Brain-Computer Interfaces

Functional Near-Infrared Spectroscopy Feature Extraction with Application in Workload Estimation

Elisabeth R. M. Heremans, David Johnston, Dimitra Emmanouilidou, Andre Golard, Ivan Tashev, Ryen White

ICASSP | April 2025

Publication

Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices

Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev

International Conference on Multimodal Interaction | November 2024

Publication

Workload estimator using EEG and eye-tracking

Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp

EMBC 2024 | July 2024

Publication

Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface

Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock

IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, Vol 32: pp. 2209-2219

Publication

TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices

Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev

25th ACM International Conference on Multimodal Interaction | October 2023

Publication

Adaptive Training System

Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges

RAPiD | September 2023

Publication

Towards a Better Scoring

Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges

RAPiD | September 2023

Publication

Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices

Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev

CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023

Finalist - Best Interactivity Demo

DOI

On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality

Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev

International Winter Conference on Brain-Computer Interface | February 2023

Publication

Periodic motion-based visual stimulus

Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou

MSR-TR-2022-37 | November 2022

Published by Microsoft

US-20220365599-A1

Publication

Modelling the Training Process

Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp

IEEE RAPiD | September 2022

Publication

Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study

Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev

February 2022

Publication

Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface

Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev

ICASSP 2021 | June 2021

PDF DOI Publication

A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials

Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev

International IEEE/EMBS Conference on Neural Engineering | May 2021

Publication

Stress Monitoring using Multimodal Bio-sensing Headset

Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon

CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI'20 Extended Abstracts) | April 2020

PDF Publication

Decoding auditory and tactile attention for use in an EEG-based brain-computer interface

Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev

International Winter Conference on Brain-Computer Interface | February 2020

Publication

Functional Near-Infrared Spectroscopy Feature Extraction with Application in Workload Estimation

Elisabeth R. M. Heremans, David Johnston, Dimitra Emmanouilidou, Andre Golard, Ivan Tashev, Ryen White

ICASSP | April 2025

Publication

Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices

Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev

International Conference on Multimodal Interaction | November 2024

Publication

Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices

Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev

CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023

Finalist - Best Interactivity Demo

DOI

Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface

Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev

ICASSP 2021 | June 2021

PDF DOI Publication

Decoding auditory and tactile attention for use in an EEG-based brain-computer interface

Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev

International Winter Conference on Brain-Computer Interface | February 2020

Publication

Functional Near-Infrared Spectroscopy Feature Extraction with Application in Workload Estimation

Elisabeth R. M. Heremans, David Johnston, Dimitra Emmanouilidou, Andre Golard, Ivan Tashev, Ryen White

ICASSP | April 2025

Publication

Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices

Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev

International Conference on Multimodal Interaction | November 2024

Publication

TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices

Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev

25th ACM International Conference on Multimodal Interaction | October 2023

Publication

On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality

Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev

International Winter Conference on Brain-Computer Interface | February 2023

Publication

Modelling the Training Process

Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp

IEEE RAPiD | September 2022

Publication

Functional Near-Infrared Spectroscopy Feature Extraction with Application in Workload Estimation

Elisabeth R. M. Heremans, David Johnston, Dimitra Emmanouilidou, Andre Golard, Ivan Tashev, Ryen White

ICASSP | April 2025

Publication

Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices

Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev

International Conference on Multimodal Interaction | November 2024

Publication

TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices

Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev

25th ACM International Conference on Multimodal Interaction | October 2023

Publication

Towards a Better Scoring

Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges

RAPiD | September 2023

Publication

Adaptive Training System

Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges

RAPiD | September 2023

Publication

Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices

Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev

CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023

Finalist - Best Interactivity Demo

DOI

On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality

Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev

International Winter Conference on Brain-Computer Interface | February 2023

Publication

Periodic motion-based visual stimulus

Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou

MSR-TR-2022-37 | November 2022

Published by Microsoft

US-20220365599-A1

Publication

Modelling the Training Process

Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp

IEEE RAPiD | September 2022

Publication

Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface

Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev

ICASSP 2021 | June 2021

PDF DOI Publication

Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices

Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev

International Conference on Multimodal Interaction | November 2024

Publication

Workload estimator using EEG and eye-tracking

Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp

EMBC 2024 | July 2024

Publication

Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface

Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock

IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, Vol 32: pp. 2209-2219

Publication

Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study

Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev

February 2022

Publication

A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials

Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev

International IEEE/EMBS Conference on Neural Engineering | May 2021

Publication

TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices

Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev

25th ACM International Conference on Multimodal Interaction | October 2023

Publication

Periodic motion-based visual stimulus

Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou

MSR-TR-2022-37 | November 2022

Published by Microsoft

US-20220365599-A1

Publication

Stress Monitoring using Multimodal Bio-sensing Headset

Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon

CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI'20 Extended Abstracts) | April 2020

PDF Publication

Functional Near-Infrared Spectroscopy Feature Extraction with Application in Workload Estimation

Elisabeth R. M. Heremans, David Johnston, Dimitra Emmanouilidou, Andre Golard, Ivan Tashev, Ryen White

ICASSP | April 2025

Publication

Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices

Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev

International Conference on Multimodal Interaction | November 2024

Publication

Workload estimator using EEG and eye-tracking

Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp

EMBC 2024 | July 2024

Publication

TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices

Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev

25th ACM International Conference on Multimodal Interaction | October 2023

Publication

Towards a Better Scoring

Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges

RAPiD | September 2023

Publication

Adaptive Training System

Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges

RAPiD | September 2023

Publication

Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices

Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev

CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023

Finalist - Best Interactivity Demo

DOI

On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality

Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev

International Winter Conference on Brain-Computer Interface | February 2023

Publication

Modelling the Training Process

Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp

IEEE RAPiD | September 2022

Publication

Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study

Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev

February 2022

Publication

Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface

Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev

ICASSP 2021 | June 2021

PDF DOI Publication

A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials

Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev

International IEEE/EMBS Conference on Neural Engineering | May 2021

Publication

Stress Monitoring using Multimodal Bio-sensing Headset

Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon

CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI'20 Extended Abstracts) | April 2020

PDF Publication

Decoding auditory and tactile attention for use in an EEG-based brain-computer interface

Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev

International Winter Conference on Brain-Computer Interface | February 2020

Publication

Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface

Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock

IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, Vol 32: pp. 2209-2219

Publication

Periodic motion-based visual stimulus

Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou

MSR-TR-2022-37 | November 2022

Published by Microsoft

US-20220365599-A1

Publication