Journal Papers

Rostakova Z., Rosipal R.

Determination of the number of components in the PARAFAC model with a nonnegative tensor structure: A simulated EEG data study.

Neural Computing and Applications, 34:14793-14805, 2022. doi:10.1007/s00521-022-07318-x.

Rosipal R., Rostakova Z., Trejo L.J.

Tensor Decomposition of Human Oscillatory Brain Activity in Frequency, Space and Time.

Biological Psychology, 169:108287, 2022. doi.org/10.1016/j.biopsycho.2022.108287.

Trejo L.J., Rosipal R., Moore A., Lujan B., Kosheleff A., Ereshefsky L., Owen R., Vlasuk G.

A Randomized, Double-Blind, Placebo-Controlled Study of the Effects of Two Sequential Doses of NV-5138/SPN-820 on Quantitative Electroencephalography in Healthy Adult Males.

PsyArXiv, doi:10.31234/osf.io/hu7ba, 2021.

Rostakova Z., Rosipal R. Seifpour S., Trejo L.J.

A Comparison of Non-negative Tucker Decomposition and Parallel Factor Analysis for Identification and Measurement of Human EEG Rhythms.

Measurement Science Review, 20(3):126-138, 2020.

Rosipal R., Porubcova N., Barancok P., Cimrova B., Farkas I., Trejo L.J.

Effects of Mirror-Box Therapy on Modulation of Sensorimotor EEG Oscillatory Rhythms: A Single-Case Longitudinal Study

Journal of Neurophysiology, 121(2):620-633, 2019.

Trejo L.J., Kubitz K., Rosipal R., Kochavi R.L., Montgomery L.D.

EEG-Based Estimation and Classification of Mental Fatigue.

Psychology, 6:572-589, 2015.

Rosipal R., Lewandowski A., Dorffner G.

In search of objective components for sleep quality indexing in normal sleep.

Biological Psychology, 94(1):210-220, 2013.

Lewandowski A., Rosipal R., Dorffner G.

On the Individuality of Sleep EEG Spectra.

Journal of Psychophysiology, 27(3):105-112, 2013.

Lewandowski A., Rosipal R., Dorffner G.

Extracting more information from EEG recordings for a better description of sleep.

Computer Methods and Programs in Biomedicine, 108(3):961-972, 2012.

Trejo L.J., Rosipal R., Matthews B.

Brain-Computer Interfaces for 1-D and 2-D Cursor Control: Designs using Volitional Control of the EEG Spectrum or Steady-State Visual Evoked Potentials.

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 14(2):225-229, 2006.

Rosipal R., Trejo L.J.

Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space.

Journal of Machine Learning Research, 2(Dec):97-123, 2001.

Trejo, L. J., Ryan-Jones, D. L., & Kramer, A. F.

Attentional modulation of the mismatch negativity elicited by frequency differences between binaurally presented tones

Psychophysiology, 32(4), 319–328, 1995. doi:10.1111/j.1469-8986.1995.tb01214.x.

Trejo, L. J., Kramer, A. F. & Arnold, J. A.

Event-related potentials as indices of display-monitoring performance

Biological Psychology, 40(1-2), 33–71, 1995. doi:10.1016/0301-0511(95)05103-1.

Book Chapters

Rosipal R., Trejo L.J.

Nonlinear Partial Least Squares: An Overview.

Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques, Lodhi H., Yamanishi Y. (eds.), ACCM, IGI Global, pp. 169-189, 2011.

Conference Papers

Rosipal R., Trejo L.J., Zaidel E.

Atomic Decomposition of EEG for Mapping Cortical Activation.

ML: Tensor Methods for Machine Learning, ECML/PKDD 2013 Workshop, Prague, Czech Republic, 2013.

Trejo L.J., Rosipal R., Nunez P.L.

Advanced Physiological Estimation of Cognitive Status.

The 27th Army Science Conference, Orlando, Florida, November 29 - December 2, 2010.

Rosipal R., Trejo L.J., Nunez P.L.

Application of Multi-way EEG Decomposition for Cognitive Workload Monitoring

Proceedings of the 6th International Conference on Partial Least Squares and Related Methods, Vinzi V.E, Tenenhaus M., Guan R. (eds.), Beijing, China, pp. 145-149, 2009.

Trejo L.J., Knuth K., Prado R., Rosipal R., Kubitz K.,Kochavi R., Matthews B., Zhang Y.

EEG-based Estimation of Mental Fatigue: Convergent Evidence for a Three-State Model

Proceedings of 13th International Conference on Human Computer Interaction, Schmorrow D.D., Reeves L.M.(eds.): Augmented Cognition, HCII 2007, Beijing, China, Springer, pp. 201-211, 2007.

Trejo L.J., Kochavi R., Kubitz K., Montgomery L.D., Rosipal R., Matthews B.

Measures and models for predicting cognitive fatigue

Proceedings of SPIE Vol. 5797: Biomonitoring for Physiological and Cognitive Performance During Military Operations, Caldwell J.A., Wesensten N.J. (eds.), SPIE Defense & Security Symposium, Orlando, FL, pp. 105-115, 2005.

Wallerius J., Trejo L.J., Matthews R., Rosipal R., and Caldwell J.A.

Robust feature extraction and classification of EEG spectra for real-time classification of cognitive state

Proceedings of 11th International Conference on Human Computer Interaction, Las Vegas, NV, 2005.

Posters & Talks

Rosipal R., Trejo L.J., Rostakova Z, Cimrova B.

Atomic Decomposition of Human EEG Oscillations In Medical Research And Pharmaceutical Trials

The 20th Biennial IPEG Meeting, Neuropsychobiology, 77(3):135-136, 2018.

Rosipal R., Porubcova N., Cimrova B., Farkas I.

Mirror-therapy as a way to start BCI robot-assisted rehabilitation: a single case longitudinal study of a patient with hemiparesis

The Seventh International BCI Meeting, Pacific Grove, CA, USA, May 21-25, 2018.

Rosipal R., Trejo L.J., Wallerius J., Apparies R., Cimrova B, Miller J.

Whole-brain time-frequency analysis of event-related potentials for the assessment of pharmacodynamic effects in the human brain

The 19th Biennial IPEG Meeting, Neuropsychiatric Electrophysiology, 2 (Suppl. 1):17-17, 2016.

Technical Reports & Manuals

Pacific Development and Technology, LLC

APECSgui Installation Guide and User Manual

Version 1.0, March 31, 2012.

Trejo, L. J., Inlow, M., Stanny, R. R., Morey, W. A., & Makeig, S.

The P300 Component of the Auditory Event-Related Potential: Interlaboratory Consistency and Test-Retest Reliability

NPRDC Technical Report TR-91-6 (March, 1991). Navy Personnel Research and Development Center, San Diego, CA, USA, doi:10.21236/ada235114.