Tyler S. Grummett

According to our database, Tyler S. Grummett authored at least 6 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

The Necessity of Leave One Subject Out (LOSO) Cross Validation for EEG Disease Diagnosis.

Sajeev Kunjan, Tyler S. Grummett, Kenneth J. Pope, David M. W. Powers, Sean P. Fitzgibbon, T. Bastiampillai, M. Battersby, Trent W. Lewis

Proceedings of the Brain Informatics - 14th International Conference, 2021

2019

Detecting connectivity in EEG: A comparative study of data-driven effective connectivity measures.

Hanieh Bakhshayesh, Sean P. Fitzgibbon, Azin S. Janani, Tyler S. Grummett, Kenneth J. Pope

Comput. Biol. Medicine, 2019

Detecting synchrony in EEG: A comparative study of functional connectivity measures.

Hanieh Bakhshayesh, Sean P. Fitzgibbon, Azin S. Janani, Tyler S. Grummett, Kenneth J. Pope

Comput. Biol. Medicine, 2019

2018

Beamforming and Blind Source Separation Have a Complementary Effect in Reducing Tonic Cranial Muscle Contamination of Scalp Measurements.

Azin S. Janani, Tyler S. Grummett, Hanieh Bakhshayesh, John O. Willoughby, Kenneth J. Pope

Proceedings of the 26th European Signal Processing Conference, 2018

How Many Channels are Enough? Evaluation of Tonic Cranial Muscle Artefact Reduction Using ICA with Different Numbers of EEG Channels.

Azin S. Janani, Tyler S. Grummett, Hanieh Bakhshayesh, Trent W. Lewis, John O. Willoughby, Kenneth J. Pope

Proceedings of the 26th European Signal Processing Conference, 2018

2016

Cross Subject Mental Work Load Classification from Electroencephalographic Signals with Automatic Artifact Rejection and Muscle Pruning.

Sajeev Kunjan, Trent W. Lewis, Tyler S. Grummett, David M. W. Powers, Kenneth J. Pope, Sean P. Fitzgibbon, John O. Willoughby

Proceedings of the Brain Informatics and Health - International Conference, 2016