Dissertation
Brumberg, J. S. (2008). AN ELECTROPHYSIOLOGICAL INVESTIGATION OF HUMAN MOTOR CORTEX AND ITS APPLICATION TO SPEECH RESTORATION. Boston University Thesis. Boston, MA: Boston University.[pdf|ps]
Peer-reviewed papers
Brumberg, J. S., Wright, E. J., Andreasen, D. A., Guenther and Kennedy, P. R. (2011). Classification of intended phoneme production from chronic intracortical microelectrode recordings in speech motor cortex. Frontiers in Neuroprosthetics, 5(65).[link]
Maguire, M. J., Brumberg, J., Ennis, M., and Shipley, T. F. (2011). Similarities in Object and Event Segmentation: A Geometric Approach to Event Path Segmentation. Spatial Cognition & Computation, 11(3), 254–279.
Brumberg, J. S. and Guenther, F. H. (2010). Development of speech prostheses: current status and recent advances. Expert Review of Medical Devices. 7(5), 667-679.[link]
Brumberg, J. S., Nieto-Castanon, A., Kennedy, P. R., and Guenther, F. H. (2010). Brain-Computer Interfaces for Speech Communication. Speech Communication. 52(4), 367-379.[link]
Denby, B., Schultz, T., Honda, K., Hueber, T., Gilbert, J. M. and Brumberg, J. S. (2010). Silent Speech Interfaces. Speech Communication. 52(4), 270-287.[link]
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., and Kennedy, P. R. (2009). A wireless brain-machine interface for real-time speech synthesis. PLoS ONE, 4(12), e8218.[link]
Terband, H., Maassen, B., Guenther, F. H. and Brumberg, J. (2009). Computational neural modeling of speech motor control in childhood apraxia of speech (CAS). Journal of Speech, Language and Hearing Research. 52(6), 1595-1609.[link]
Conference proceedings
Guenther, F. H and Brumberg, J. S. (2011). Brain-machine interfaces for real-time speech synthesis. In: Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC ’11). Boston, MA. [reviewed]
Matthews, B., Brumberg, J. and Clements, M. (2010). A Probabilistic Decoding Approach to a Neural Prosthesis for Speech. In Proceedings of the 2010 4th Annual Conference on Bioinformatics and Biomedical Engineering (iCBBE 2010), Chengdu, China, 18-20 June 2010.[link][reviewed]
Brumberg, J. S., Kennedy, P. R. and Guenther, F. H. (2009). Artificial speech synthesizer control by brain-computer interface. In Proceedings of the 10th Annual Conference of the International Speech Communication Association (Interspeech 2009), Brighton, U.K.: International Speech Communication Association, 6-10 September 2009.[pdf][reviewed]
Posters and abstracts
Brumberg, J. S., Salazar-Gomez, A., and Guenther, F. H. (2012). Controlling a formant synthesizer using a noninvasive brain-machine interface. In: 2012 Motor Speech Conference. Santa Rosa, CA.
Brumberg, J. S., Salazar-Gomez, A. F., and Guenther, F. H. A non-invasive brain-machine interface for control of a speech synthesizer Program No. 816.02. 2011 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online.
Lorenz, S. D., Brumberg, J. S., and Guenther, F. H. (2011). Adaptive tablete application design for a mobile EEG brain-computer interface. In: The 8th International Conference & Expo on Emerging Technologies for a Smarter World, CEWIT 2011. Hauppauge, NY.
Panko, M., Brincat, S., Brumberg, J., Salazar-Gomez, A., Roy, J., Overduin, S., Kennedy, P., Miller, E. K., Guenther, F. Signal stability in chronic invasive brain-machine interfaces. Program No. 280.13. 2011 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online.
Stephen, E. P., Brumberg, J. S., and Guenther, F. H. Distinguishing imagined movement from rest using electroencephalography. Program No. 711.05. 2011 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online.
Brumberg, J. S., Kim, J., Matthews, B., Wright, E. J., Guenther, F. H., Clements, M. and Kennedy, P. R. Evaluation of supervised classification techniques for direct phoneme prediction by a brain-computer interface. Program No. 86.11. 2010 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2010. Online.
Law, R., Brumberg, J. and Guenther, F. (2010). Nonlinear Bayesian filters for EEG-based speech prostheses. In: Proceedings of the Fourteenth International Conference on Cognitive and Neural Systems (ICCNS), Boston, MA, May 19-22, 2010.
Velliste, M., Brumberg, J. S., Perel, S., Fraser, G. W., Spalding, M. C., Whitford, A. S., McMorland, A. J. C., Wright, E. J., Guenther, F. H., Kennedy, P. R., Schwartz, A. B.. Modular software architecture for neural prosthetic control. Program No. 895.1. 2009 Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2009. Online.
Kennedy, P., Andreasen, D., Brumberg, J., Clements, M., Guenther, F., Kim, J., Matthews, B., Ramos, C., Velliste, M., Wright, E.J. Human speech cortex [2]: Tuning of single units during listening and imagined singing of tones and musical notes using feedback. Program No. 181.11. 2009 Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2009. Online.
Panko, M., Brumberg, J. S., Nieto-Castanon, A., Wright, E. J., Law, R., Kennedy, P. R. and Guenther, F. H. (2009), “Decoding intended speech with a brain-machine interface utilizing a Neurotrophic Electrode,” Berlin Brain-Computer Interface Workshop: Advances in Neurotechnology, July 8-10, 2009.
Brumberg, J. S., Nieto-Castanon, A., Guenther, F. H., Bartels, J. L., Wright, E. J., Siebert, S. A., Andreasen, D. S. and Kennedy, P. R. Methods for construction of a long-term human brain machine interface with the Neurotrophic Electrode. Program No. 779.5. 2008 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2008. Online.[pdf]
Terband, H., Maassen, B., Brumberg, J. S. and Guenther, F. H. (2008). Increased levels of neural noise as the core deficit in childhood apraxia of speech (CAS). In: Proceedings of the Conference on Motor Speech, Monterey, CA.
Brumberg, J. S., Andreasen, D. S., Bartels, J. L., Guenther, F. H., Kennedy, P. R., Siebert, S. A., Schwartz, A. B. Velliste, M. and Wright, E. J. Human speech cortex long-term recordings [5]: formant frequency analyses. Program No. 517.17. 2007 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2007. Online.[pdf]
Wright, E. J., Andreasen, D. S., Bartels, J. L., Brumberg, J. S., Guenther, F. H., Kennedy, P. R., Miller, L., Rebesco, J., Schwartz, A. B., Siebert, S. A. and Velliste, M. Human speech cortex long-term recordings [3]: neural net analyses. Program No. 517.18. 2007 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2007. Online.[pdf]
Siebert, S. A., Andreasen, D. S., Bartels, J. L., Brumberg, J. S., Guenther, F. H., Kennedy, P. R. and Wright, E. J. Human speech cortex long-term recordings [1]: spike sorting and noise reduction. Program No. 728.14. 2007 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2007. Online.[pdf]
Terband, H., Maassen, B. and Brumberg, J. Motor speech in adults and children: computational-neurological modeling of childhood appraxia of speech (CAS). (2007) Poster presented at American Speech-Language Association Conference 2007. Boston, MA
Shipley, T. F., Maguire, M.J., & Brumberg, J. (2004). Segmentation of event paths. Journal of Vision, 4(8), 562.
Shipley, T.F., Maguire, M.J., &. Brumberg, J.S. (2003). Top down effects on search for biological motion. Abstracts of the Psychonomics Society, 8, 51.
Technical reports
Brumberg, J. S., Kennedy, P. R., and Guenther, F. H. (2011). An auditory output brain-computer interface for speech communication. Tech. rep. BCI Award 2011.
Shipley, T.F. & Brumberg, J.S. (2003). Markerless motion-capture for point-light displays. Technical Report, Temple University Vision Laboratory, Philadelphia, PA.
Presentations
“Improving and restoring communication through combined study of speech, neuroscience and computer technology.” Department of Speech-Language-Hearing: Sciences & Disorders Colloquium, University of Kansas, Lawrence, KS, January 9, 2012.
“Combining Speech, Neuroscience, and Modeling for Communication Neural Interfaces.” Department of Electrical and Computer Engineering, Biomedical Research Group, Northeastern University, Boston, MA, October 20, 2011.
“Bridging speech, neuroscience and engineering for speech rehabilitation.” Department of Speech, Hearing and Language Sciences Research Colloquium Series, Boston University, Boston, MA, February 16, 2011.
“Brain-computer interfaces for communication.” Science of Learning Centers PI Awardee Meeting, Washington, DC, October 14, 2010.
“Brain-computer interfaces for artificial speech synthesis.” Department of Speech, Hearing and Language Sciences Research Colloquium Series, Boston, MA, April 27, 2010.
“Artificial speech synthesizer control by brain-computer interface.” Interspeech 2009, Brighton, UK, September 7, 2009.
“Real-time speech synthesis for neural prosthesis.” Acoustical Society of America, Portland, OR, May 18, 2009. [pdf]
“Speech restoration by brain computer interface.” CELEST Education Curriculum Workshop, July 11, 2008. [Invited talk: pdf]
“An electrophysiological investigation of human motor cortex and its application to speech restoration.” Boston University, June 11, 2008. [Dissertation defense: pdf]
