Tyler S. Grummett

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 6

Top Topics

Functional Connectivity

Independent Components

Blind Source Separation

Cross Validation

Top Venues

Comput. Biol. Medicine

Publications

Sajeev Kunjan, Tyler S. Grummett, Kenneth J. Pope, David M. W. Powers, Sean P. Fitzgibbon, T. Bastiampillai, M. Battersby, Trent W. Lewis
The Necessity of Leave One Subject Out (LOSO) Cross Validation for EEG Disease Diagnosis. BI (2021)
Hanieh Bakhshayesh, Sean P. Fitzgibbon, Azin S. Janani, Tyler S. Grummett, Kenneth J. Pope
Detecting synchrony in EEG: A comparative study of functional connectivity measures. Comput. Biol. Medicine 105 (2019)
Hanieh Bakhshayesh, Sean P. Fitzgibbon, Azin S. Janani, Tyler S. Grummett, Kenneth J. Pope
Detecting connectivity in EEG: A comparative study of data-driven effective connectivity measures. Comput. Biol. Medicine 111 (2019)
Azin S. Janani, Tyler S. Grummett, Hanieh Bakhshayesh, John O. Willoughby, Kenneth J. Pope
Beamforming and Blind Source Separation Have a Complementary Effect in Reducing Tonic Cranial Muscle Contamination of Scalp Measurements. EUSIPCO (2018)
Azin S. Janani, Tyler S. Grummett, Hanieh Bakhshayesh, Trent W. Lewis, John O. Willoughby, Kenneth J. Pope
How Many Channels are Enough? Evaluation of Tonic Cranial Muscle Artefact Reduction Using ICA with Different Numbers of EEG Channels. EUSIPCO (2018)
Sajeev Kunjan, Trent W. Lewis, Tyler S. Grummett, David M. W. Powers, Kenneth J. Pope, Sean P. Fitzgibbon, John O. Willoughby
Cross Subject Mental Work Load Classification from Electroencephalographic Signals with Automatic Artifact Rejection and Muscle Pruning. BIH (2016)