Compact convolutional neural networks for classification of asynchronous steady-state visual evoked potentials
Waytowich, Nicholas, Lawhern, Vernon J, Garcia, Javier O, Cummings, Jennifer, Faller, Josef, Sajda, Paul, Vettel, Jean M
Published in Journal of neural engineering (01.12.2018)
Published in Journal of neural engineering (01.12.2018)
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Journal Article
Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization
Wu, Dongrui, Lawhern, Vernon J., Hairston, W. David, Lance, Brent J.
Published in IEEE transactions on neural systems and rehabilitation engineering (01.11.2016)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.11.2016)
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Journal Article
Improved Neural Signal Classification in a Rapid Serial Visual Presentation Task Using Active Learning
Marathe, Amar R., Lawhern, Vernon J., Wu, Dongrui, Slayback, David, Lance, Brent J.
Published in IEEE transactions on neural systems and rehabilitation engineering (01.03.2016)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.03.2016)
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Journal Article
Decoding P300 Variability Using Convolutional Neural Networks
Solon, Amelia J, Lawhern, Vernon J, Touryan, Jonathan, McDaniel, Jonathan R, Ries, Anthony J, Gordon, Stephen M
Published in Frontiers in human neuroscience (14.06.2019)
Published in Frontiers in human neuroscience (14.06.2019)
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Journal Article
Cortically Coupled Computing: A New Paradigm for Synergistic Human-Machine Interaction
Saproo, Sameer, Faller, Josef, Shih, Victor, Sajda, Paul, Waytowich, Nicholas R., Bohannon, Addison, Lawhern, Vernon J., Lance, Brent J., Jangraw, David
Published in Computer (Long Beach, Calif.) (01.09.2016)
Published in Computer (Long Beach, Calif.) (01.09.2016)
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Journal Article
Modeling the Relationship Between Cognitive State and Task Performance in Passive BCIs using Cross-Dataset Learning
McDaniel, Jonathan R., Gordon, Stephen M., Lawhern, Vernon J.
Published in 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (11.10.2020)
Published in 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (11.10.2020)
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Conference Proceeding
The effect of target and non-target similarity on neural classification performance: a boost from confidence
Marathe, Amar R, Ries, Anthony J, Lawhern, Vernon J, Lance, Brent J, Touryan, Jonathan, McDowell, Kaleb, Cecotti, Hubert
Published in Frontiers in neuroscience (05.08.2015)
Published in Frontiers in neuroscience (05.08.2015)
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Journal Article
A Permutation Test for Unbalanced Paired Comparisons of Global Field Power
Files, Benjamin T., Lawhern, Vernon J., Ries, Anthony J., Marathe, Amar R.
Published in Brain topography (01.05.2016)
Published in Brain topography (01.05.2016)
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Journal Article
Collaborative Brain-Computer Interface for Human Interest Detection in Complex and Dynamic Settings
Solon, Amelia, Gordon, Stephen, McDaniel, Jonathan, Lawhern, Vernon
Published in 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (01.10.2018)
Published in 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (01.10.2018)
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Conference Proceeding
Scalable Interactive Machine Learning for Future Command and Control
Madison, Anna, Novoseller, Ellen, Goecks, Vinicius G., Files, Benjamin T., Waytowich, Nicholas, Yu, Alfred, Lawhern, Vernon J., Thurman, Steven, Kelshaw, Christopher, McDowell, Kaleb
Published in 2024 International Conference on Military Communication and Information Systems (ICMCIS) (23.04.2024)
Published in 2024 International Conference on Military Communication and Information Systems (ICMCIS) (23.04.2024)
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Conference Proceeding