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Note: All of the links should work if you have a UW account. If you encounter problems, contact Raj or Sam. Date Topic Presenter March 27 Introduction to Brain-Computer Interfaces Slides Raj March 29 Basic Neuroscience Lecture Notes Slides Raj April 3 Recording/Stimulation Techniques Notes on Recording/Stimulation Slides Raj April 5 Signal Processing and Machine Learning for BCI Notes on Signal Processing Notes on Machine Learning Slides Raj April 10 Notes on Building a BCI Invasive BCIs: Early Studies Shin and Miah's Presentation Notes on Invasive BCIs Operant conditioning of cortical unit activity. Fetz EE. Science. 1969. Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex. Chapin JK et al. Nature Neurosci. 1999. Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Wessberg J et al. Nature. 2000. Shin Kira and Miah Wander April 12 Invasive BCIs: Towards Neural Prosthetics Ranjan and Suman's Presentation Cortical control of a prosthetic arm for self-feeding. Velliste M et al. Nature 2008. Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Hochberg LR et al. Nature. 2006. Suman Jandhyala and Ranjan Pradeep April 17 Invasive BCIs: Decoding using Bayesian Filtering Review of Decoding Techniques Lucas and Ian's Presentation Bayesian population decoding of motor cortical activity using a Kalman filter. Wu W et al. Neural Comput. 2006. Decoding complete reach and grasp actions from local primary motor cortex populations. Vargas-Irwin CE et al. J Neurosci. 2010. Ian Flatness and Lucas Petrucci April 19 Invasive BCIs: Cognitive Control Cognitive Control Presentation High Performance BCI Presentation Cognitive control signals for neural prosthetics. Musallam S et al. Science. 2004. A high-performance brain-computer interface. Santhanam G et al. Nature. 2006. Brian Buttrick, Briar Doty, and Chantal Murthy April 24 Guest Lecture: Volitional control of neural activity and bidirectional neural interfaces. Dr Fetz's Lecture Slides Volitional control of neural activity: implications for brain-computer interfaces Eb Fetz April 26 Semi-Invasive BCIs: Using Electrocorticography (ECoG) Notes on Semi-Invasive BCIs Tony's Presentation on Leuthardt et al. Stephanie's Presentation on Miller et al. Electrocorticography-based brain computer interface--the Seattle experience. Leuthardt EC et al. IEEE Trans Neural Syst Rehabil Eng. 2006. Cortical activity during motor execution, motor imagery, and imagery-based online feedback. Miller KJ et al. Proc Natl Acad Sci U S A. 2010. Tony Fader and Stephanie Seeman May 1 Semi-Invasive BCIs: ECoG and Nerve-Based Approaches Presentation on Miller et al. Presentation on Dhillon et al. Decoupling the cortical power spectrum reveals real-time representation of individual finger movements in humans. Miller KJ et al. J Neurosci. 2009. Direct neural sensory feedback and control of a prosthetic arm. Dhillon GS and Horch KW. IEEE Trans Neural Syst Rehabil Eng. 2005. Kuei-Ti Lu and Haochen Wei May 3 Non-Invasive BCIs: Evoked Potentials (SSVEP and P300) Artem's Cheng et al. Presentation Tamara's Farwell et al. Presentation An SSVEP-Based BCI. Cheng M et al. IEEE Trans Biomed Eng. 2002. A P300-Based BCI. Farwell LA and Donchin E. Electroencephalogr Clin Neurophysiol. 1988. Artem Dementyev and Tammy Denning May 8 Guest Lecture: Recent Developments in ECoG BCIs Tim's Presentation Tim Blakely (UW and Google) May 10 Non-Invasive BCIs: Oscillatory Potentials and Cognitive Imagery Aiva and Michael's Presentation Cursor control using oscillatory potentials. Wolpaw JR and McFarland DJ. Proc Natl Acad Sci. 2004. Wheelchair control using cognitive imagery. Galan F et al. Clin Neurophysiol. 2008. Aiva Ievins and Michael Sunshine May 15 BCIs that Stimulate: Restoring Sensory and Motor Function Kringelbach et al. Presentation Cochlear Implant Overview Presentation Notes on BCIs that Stimulate Introduction to Cochlear Implants. Loizou PC. IEEE Signal Processing Magazine. 1998. Translational principles of deep brain stimulation. Kringelbach ML et al. Nature Reviews Neuroscience. 2007. Oliver Johnson and Ping Mamiya May 17 Guest Lecture: Brain computer interfaces to replace or repair the injured central nervous system Brain-Computer Interfaces to Replace or Repair the Injured Central Nervous System Chet Moritz, Rehabilitation Dept., UW May 22 BCI Applications: Security, Cognitive Monitoring, and Entertaintment Lie Detection. Farwell LA, Donchin E. Psychophysiology. 1991. Biometric Authentication. Marcel, S. and Millan J. Del R. IEEE Trans Pattern Anal Mach Intell. 2007. Non-Medical Uses of BCI Technology. Blankertz B et al. Front Neurosci. 2010. Michael Fain, Kate Liotta and Priya Rao May 24 BCI Applications: Robotic Avatars and Image Search Pratik's Presenation on Bell et al. Landon's Presentation on Gerson et al. Control of a Humanoid Robot. Bell CJ et al. J Neural Eng. 2008. Cortically-Coupled Computer Vision. Gerson AD et al. IEEE Trans on Neural Systems and Rehab Eng. 2006. Landon Meernik and Pratik Prasad May 29 Course Review, BCI Ethics, and Conclusion Raj May 31 Project help session Sam and Raj June 4 Project presentations (10:30 am in **CSE 305 Allen Center**; written reports due on Thursday June 7 by email) Student Teams

	Department of Computer Science & Engineering University of Washington Box 352350 Seattle, WA  98195-2350 (206) 543-1695 voice, (206) 543-2969 FAX [comments to rao@cs.washington.edu]