Jonathan Brumberg

Jonathan Brumberg
  • Associate Professor

Contact Info

785-864-1061
Fax:
785-864-3974
411 Fraser Hall
1415 Jayhawk Blvd.
Lawrence, KS 66045-7599

Biography —

Jonathan Brumberg is an Associate Professor in the Department of Psychology with a courtesy appointment in Electrical Engineering and Computer Science, and affiliations with the Neuroscience Graduate Program and Bioengineering Graduate Program. He earned his PhD at Boston University in the area of computational neuroscience of speech motor control in 2009 and continued at Boston University as a research assistant professor before coming to the University of Kansas in 2012. His research interests are in the neurological mechanisms underlying speech and communication and their use in brain-machine interfaces (BMI).

Teaching

Dr. Brumberg teaches undergraduate and graduate courses involving the neural bases of speech production / motor control (SPLH 462) and speech perception (AUD 816). He also mentors undergraduate students in the university research experience program in speech-language-hearing, and electrical engineering and computer science.

Teaching Interests

  • Speech science
  • Neuroscience
  • Neuroimaging
  • Speech perception

Research

Dr. Brumberg is interested in understanding the neural mechanisms underlying speech production, through electrophysiological and behavioral studies. He currently directs an NIH funded research program to develop brain-machine interfaces for control of augmentative and alternative communication devices using electroencephalography (EEG). He is also interested in studying the role of interactive computer programs and interfaces in speech research and rehabilitation, specifically those employing artificial speech synthesis for studying speech production in speakers with and without impairment.

Research Interests

  • Speech neuroscience
  • Speech motor control
  • Brain machine interfaces
  • Neural engineering
  • Signal processing

Service

Dr. Brumberg is an associate editor of Brain-Computer Interfaces and is a member of the Society for Neuroscience, the American Speech-Language-Hearing Association and the BCI Society.

Education —

Ph.D. in Cognitive and Neural Systems, Boston University, 2008
B.A. in Philosophy, University of Delaware, 2002
B.S. in Computer and Information Science, University of Delaware, 2002

Selected Publications —

Brumberg, J. S., & Pitt, K. M. (2019). Motor induced suppression of the N100 ERP during motor-imagery control of a speech synthesizer brain-computer interface [Journal Articles]. Journal of Speech, Language and Hearing Research, 62(7), 2133–2140. https://doi.org/10.1044/2019_JSLHR-S-MSC18-18-0198

Pitt, K. M., & Brumberg, J. S. (2018). A Screening Protocol Incorporating Brain-Computer Interface Feature Matching Considerations for Augmentative and Alternative Communication [Journal Articles]. Assistive Technology, 1–12. https://doi.org/10.1080/10400435.2018.1512175

Brumberg, J. S., Thorson, J. C., & Patel, R. (2018). The Prosodic Marionette: a method to visualize speech prosody  and assess perceptual and expressive prosodic abilities [Journal Articles]. Speech Communication, 104, 95–105. https://doi.org/10.1016/j.specom.2018.09.009

Pitt, K. M., & Brumberg, J. S. (2018). Guidelines for Feature Matching Assessment of Brain-Computer Interfaces for Augmentative and Alternative Communication [Journal Articles]. American Journal of Speech-Language Pathology, 27(3), 950–964. https://doi.org/10.1044/2018_AJSLP-17-0135

Brumberg, J. S., Pitt, K. M., & Burnison, J. D. (2018). A non-invasive brain-computer interface for real-time speech synthesis: The Importance of Multimodal Feedback [Journal Articles]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26(4), 874–881. https://doi.org/10.1109/TNSRE.2018.2808425

Brumberg, J. S., Pitt, K. M., Mantie-Kozlowski, A., & Burnison, J. D. (2018). Brain-computer interfaces for augmentative and alternative communication: a tutorial [Journal Articles]. American Journal of Speech-Language Pathology, 27, 1–12. https://doi.org/10.1044/2017_AJSLP-16-0244

Brumberg, J. S., Nguyen, A., Pitt, K. M., & Lorenz, S. D. (2018). Examining sensory ability, feature matching, and assessment-based adaptation for a brain-computer interface using the steady-state visually evoked potential [Journal Articles]. Disability and Rehabilitation: Assistive Technology, 1–9. https://doi.org/10.1080/17483107.2018.1428369

Schultz, T., Wand, M., Hueber, T., Krusienski, D. J., & Brumberg, J. S. (2017). Biosignal-based Spoken Communication: A Survey [Journal Articles]. IEEE Transactions on Audio, Speech and Language Processing, 25(12), 2257–2271. https://doi.org/10.1109/TASLP.2017.2752365

Brumberg, J. S., Krusienski, D. J., Chakrabarti, S., Gunduz, A., Brunner, P., Ritaccio, A., & Schalk, G. (2016). Spatio-temporal Evolution of Cortical Processes Related to Continuous Overt and Covert Speech in a Reading Task [Journal Articles]. PLoS ONE, 11. https://doi.org/10.1371/journal.pone.0166872

Brumberg, J. S., Burnison, J. D., & Guenther, F. H. (2016). Brain-machine interfaces for speech restoration [Book Chapters]. In P. van Leishout, B. Maassen, & H. Terband (Eds.), Speech motor control in normal and disordered speech: future developments in theory and methodology.

Brumberg, J. S., Burnison, J. D., & Pitt, K. M. (2016). Using motor imagery to control brain-computer interfaces for communication [Conference Proceedings]. In Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience (pp. 14–24). Spring International Publishing Switzerland. https://doi.org/10.1007/978-3-319-39955-3 2

Brumberg, J. S., Castro, N., & Rao, A. (2015). Temporal dynamics of the speech readiness potential, and its use in a neural decoder of speech motor intention [Conference Proceedings]. In Interspeech 2015.

Chakrabarti, S., Sandberg, H. M., Brumberg, J. S., & Krusienski, D. J. (2015). Progress in speech decoding from the electrocorticogram [Journal Articles]. Biomedical Engineering Letters, 5(1), 10–21. https://doi.org/10.1007/s13534-015-0175-1

Lotte, F., Brumberg, J. S., Brunner, P., Gunduz, A., Ritaccio, A. L., Guan, C., & Schalk, G. (2015). Electrocorticographic  Representations of Segmental Features in Continuous Speech [Journal Articles]. Frontiers in Human Neuroscience, 9(97). https://doi.org/10.3389/fnhum.2015.00097

Stephen, E., LePage, K. Q., Eden, U. T., Brumberg, J. S., Guenther, F. H., & Kramer, M. A. (2014). Assessing dynamics, spatial scale, and uncertainty in task-related brain network analyses [Journal Articles]. Frontiers in Computational Neuroscience, 8(31). https://doi.org/10.3389/fncom.2014.00031

Terband, H., Maassen, B., Guenther, F. H., & Brumberg, J. S. (2014). Neurocomputational modeling of speech motor control in developmental speech disorders: testing hypotheses about underlying neurological mechanisms [Journal Articles]. Journal of Communication Disorders, 47, 17–33. https://doi.org/10.1016/j.jcomdis.2014.01.001

Brumberg, J. S., Wright, E. J., Andreasen, D. S., Guenther, F. H., & Kennedy, P. R. (2011). Classification of intended phoneme production from chronic intracortical microelectrode recordings in speech-motor cortex [Journal Articles]. Frontiers in Neuroscience, 5(65).

Brumberg, J. S., Nieto-Castanon, A., Kennedy, P., & Guenther, F. (2010). Brain-computer interfaces for speech communication [Journal Articles]. Speech Communication, 52(4), 367ΓÇô379.

Brumberg, J. S., & Guenther, F. H. (2010). Development of speech prostheses: current status and recent advances [Journal Articles]. Expert Review of Medical Devices, 7(5), 667ΓÇô79.

Denby, B., Schultz, T., Honda, K., Hueber, T., Gilbert, J., & Brumberg, J. S. (2010). Silent speech interfaces [Journal Articles]. Speech Communication , 52(4), 270ΓÇô287.

Guenther, F. H., Brumberg, J. S., Wright, E. J., Nieto-Castanon, A., Tourville, J. A., Panko, M., Law, R., Siebert, S. A., Bartels, J. L., Andreasen, D. S., Ehirim, P., Mao, H., & Kennedy, P. R. (2009). A Wireless Brain-Machine Interface for Real-Time Speech Synthesis [Journal Articles]. PLoS ONE, 4(12), e8218.

Selected Presentations —

Brumberg, J. S. (5/23/2018). Decoding articulatory information from electrocorticography during speech production. 7th International Brain-Computer Interface Meeting, Workshop on Progress in Decoding Speech Processes Using Intracranial Signals. Pacific Grove, CA

Brumberg, J. S., Pitt, K. M., & Burnison, J. D. (11/30/2016). Evaluating control of commercial AAC devices via brain-computer interface by individuals with neuromotor deficits. American Speech-Language-Hearing Association Convention 2016. Philadelphia, PA

Pitt, K. M., Brumberg, J. S., Searl, J., & Kuruvilla-Dugdale, M. (11/30/2016). Inter-institutional, cutting edge ALS research across the disease course, from motor speech to AAC BCI. American Speech-Language-Hearing Convention 2016. Philadelphia, PA

Brumberg, J. S. (8/16/2016). Using imagined and preparatory motor activity to control assistive devices for speech communication. 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Workshop on Communication, Restoration of Function, and Consciousness Assessment with BCI. Orlando, FL

Brumberg, J. S., Burnison, J. D., & Pitt, K. M. (7/20/2016). Using motor imagery to control brain-computer interfaces for communication. 18th International Conference on Human-Computer Interaction, 10th International Conference on Augmented Cognition. Toronto, ON, Canada

Brumberg, J. S., Krusienski, D. J., Lotte, F., & Schalk, G. (6/30/2016). Examining speech production using intracranial electrophysiological recordings. 6th International Brain-Computer Interface Meeting, Workshop on Decoding Speech Processes using Intracranial Signals. Pacific Grove, CA

Brumberg, J. S., Lotte, F., Krusienski, D. J., & Schalk, G. (3/31/2016). The spatiotemporal dynamics of speech as segmental and suprasegmental timescales. 2016 Motor Speech Conference. Newport Beach, CA

Peters, B., Brumberg, J. S., Mooney, A., Fried-Oken, M., & Zeitlin, D. (11/12/2015). State of the science update: brain-computer interfaces for augmentative & alternative communication. American Speech-Language-Hearing Association Convention 2015. Denver, CO

Brumberg, J. S. (7/31/2014). Interdisciplinary collaborations at work in brain-machine interface research. Merrill Research Retreat. Lied Lodge, Nebraska City, NE

Stepp, C. E., & Brumberg, J. S. (11/16/2013). What you need to know: surface electromyography & electroencephalography in speech & hearing. Annual Convention of the American Speech-Language-Hearing Association, 2013. Chicago, IL

Stepp, C. E., Patel, R., & Brumberg, J. S. (11/30/2012). Games for assessment and rehabilitation of speech and language impairments. Annual Convention for American Speech-Language-Hearing Association, 2012. Atlanta, GA

Awards & Honors —

EURASIP Best Paper Award
European Association for Signal Processing
2015