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John D. Simeral
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Brown University
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| Box G-L583 Dept of Neuroscience Brown University Providence, RI 02818 (401) 863-7765 John_Simeral@brown.edu |
Our research aims to understand the cortical representation of movement and how the brain creates movement intentions and turns them into action. We then apply this knowledge to the development of neural interface systems that are beginning to enable paralyzed individuals to control computers and devices using their motor intentions alone.
At Brown University, coordinated research in the Neuroscience laboratory of John P. Donoghue and Michael Black's team in the Department of Computer Science is enabling the development of real-time interfaces for the control of neural prostheses by individuals in the Cyberkinetics, Inc, clinical trial of BrainGate directed by Leigh Hochberg. We are actively investigating the practical issues involved in enabling direct neural control of devices such as Windows-based assistive technology software, wheelchairs, and state-of-the-arm robotic arms and hands. While the system's technical challenges are significant, the core of the research involves the development of principles and algorithms for decoding detailed motor intentions from populations of neurons recorded from motor areas of neocortex. Our basic research in motor equivalence and cortical networks helps us understand the framework that brains use to represent our motor intentions. Work with Michael Black's group is consistently improving our methods for decoding those neural representations in real time. In addition, we are working with Y-K Song and Arto Nurmikko's engineering team to design and test new brain-implantable microelectronic devices for recording and wirelessly transmitting neural activity. The system is nearing in-vivo test phase and will eliminate cables which currently tether patients to the decoding computers, and will improve long-term reliability of the implantable system by replacing intracranial wire connections with biostable fiber optic technology. Ph.D. |
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Thesis: "Neural representation and rhythmicity in the hippocampus”
Academic Appointments 1/06 - present : Research Scientist, Rehabilitation R&D Service, Veterans Administration Medical Center Industry Positions Patents 6/90 : United States Patent # 4,888,501: “ECL-to-CMOS Converter” Teaching Experience Memberships Publications Song Y-K, Patterson WR, Bull CW, Serruya MD, Davitt KM, Petrica P, Viamari MA, Nurmikko AV, Fellows MR, Simeral JD and Donoghue JP. Development of a brain implantable microsystem with infrared optical telemetry for advanced neuromotor prosthesis. IEEE Trans Biomed Eng (submitted). Donoghue JP, Hochberg LR, Nurmikko AV, Black MJ, Simeral JD and Friehs G. Neuromotor prosthesis development. Med Health R.I. 90(1):12-15, 2007. Song Y-K, Patterson WR, Bull CW, Beals J, Hwang N, Deangelis AP, Lay C, McKay JL, Nurmikko AV, Fellows MR, Simeral JD, Donoghue JP and Connors BW. Development of a chipscale integrated microelectrode/microelectronic device for brain implantable neuroengineering applications. IEEE Trans Neural Syst and Rehabil Eng 13(2):220-226, 2005. Hampson RE, Simeral JD, Kelly EJ and Deadwyler SA. Tolerance to the memory disruptive effects of cannabinoids involves addaptation by hippocampal neurons. Hippocampus 13:543-556, 2002. Hampson RE, Simeral JD and Deadwyler SA. “Keeping on track”: firing of hippocampal neurons during delayed-nonmatch-to-sample performance. J Neurosci, 22:RC198 (1-6), 2002. Hampson RE, Simeral JD and Deadwyler SA. What ensemble recordings reveal about functional hippocampal cell encoding. Progress in Brain Research, 130:345-57, 2001. Hampson RE, Simeral JD and Deadwyler SA. Distribution of spatial and nonspatial information in dorsal hippocampus. Nature, 402, 610-614, 1999. Sanwo IJ, Simeral JD and Milby GH. High-Speed ECL-to-CMOS and CMOS-to-ECL Converters. NCR Journal, 4:2,10-16, 1990. Abstracts Simeral JD, Kim S-P, Black MJ, Donoghue JP, Hochberg LR. Ensemble spiking activity as a source of cortical control signals in individuals with tetraplegia. BMES Annual Fall Meeting. 2007 (accepted). Donoghue JP, Simeral JD, Kim S-P, Friehs GM, Hochberg LR and Black MJ. Toward standardized assessment of pointing devices for brain-computer interfaces. 2007 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2007. Online. (accepted). Simeral JD, Kim S-P, Donoghue JP, Black MJ, Friehs GM, Brown RH Jr., Krivickas LS and Hochberg LR. Directional tuning in motor cortex of a person with ALS. 2007 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2007. Online. (accepted). Kim S-P, Simeral JD, Hochberg LR, Friehs GM, Donoghue JP, and Black MJ. Point-and-click cursor control by a person with tetraplegia using an intracortical neural interface system. 2007 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2007. Online. (accepted). Song Y-K, Borton DA, Patterson WR, Bull CW, Nurmikko AV, Simeral JD, and Donoghue JP. Wireless implantable cortical recording microsystem for advanced neuroengineering applications. BMES Annual Fall Meeting, 2007 (accepted). Song Y-K, Patterson WR, Bull CW, Borton D, Li Y, Nurmikko AV, Simeral JD, and Donoghue JP. A brain implantable microsystem with hybrid RF/IR telemetry for advanced neuroengineering applications. 29th IEEE EMBS Annual International Conference, Lyon, France. 2007. Kim S-P, Simeral JD, Hochberg LR, Donoghue JP, Friehs GM and Black MJ. Multi-state decoding of point-and-click control signals from motor cortical activity in a human with tetraplegia. 3rd International IEEE EMBS Conference on Neural Engineering, Kohala Coast, HI. 2007. Simeral, JD, Dushanova JA, Donoghue JP. Wrist and arm movement direction are robustly represented in overlapping populations of monkey MI arm area neurons. Program No. 451.17. 2006 Neuroscience Meeting Planner. Atlanta, GA: Society for Neuroscience, 2006. Online. Serruya MD, Song Y-K, Patterson WR, Bull CW, Nurmikko AV, Fellows MR, Simeral JD, Donoghue JP. Development of a brain implantable microsystem with infrared optical telemetry for advanced neuromotor prosthesis. Program No. 148.15. 2006 Neuroscience Meeting Planner. Atlanta, GA: Society for Neuroscience, 2006. Online. Kim S, Simeral JD, Donoghue JP, Hochberg LR, Friehs G, Mukand JA, Chen D, Black MJ. A comparison of decoding models for imagined motion from human motor cortex Program No. 256.11. 2006 Neuroscience Meeting Planner. Atlanta, GA: Society for Neuroscience, 2006. Online. Kim S-P, Simeral JD, Kenkins OC, Donoghue JP, Black MJ. Finding directional movement representations in motor cortical neural populations using nonlinear manifold learning. World Congress on Medical Physics and Biomedical Engineering, 2006; Seoul, Korea, 2006. Song Y-K. Patterson WR, Bull CW, Nurmikko AV, Fellows MR, Simeral JD, Serruya MD, Donoghue JP. Development of an On-Chip Microelectronic Interface for Brain Implantable Neuroengineering Applications. BMES Annual Meeting, Chicago. Biomed Eng Soc, 2006. Simeral JD, Dushanova JA and Donoghue JP. Effector specificity in the firing activity of simultaneously-recorded neurons in monkey MI during wrist and arm movements. Neural Control of Movement (NCM) Annual Meeting, 2005. Simeral JD, Dushanova JA and Donoghue JP. Encoding of wrist and arm movements by simultaneously-recorded populations of neurons in MI motor cortex of monkeys. Program No. 872.17. 2004 Abstract Viewer and Itinerary Planner. Washington, DC : Society for Neuroscience, 2004. Dushanova JA, Simeral JD and Donoghue JP. Task-related changes in neuronal ensembles in motor cortex of monkeys during arm and wrist tracking. Program No. 872.16. 2004 Abstract Viewer and Itinerary Planner. Washington, DC : Society for Neuroscience, 2004. Simeral JD, Hampson RE and Deadwyler SA. Characterization of single-trial hippocampal ensemble codes in rats performing a delayed nonmatch-to-sample task. Soc Neurosci Abstr, 27, Program 953.13, 2001. Simeral JD, Hampson RE and Deadwyler SA. Neural encoding in rat hipocampus and associated structures during short-term memory of images in a visual delayed match-to-sample task. Soc Neurosci Abstr, 26:171.11, 2000. Hampson RE, Simeral JD and Deadwyler SA. Information content analysis reveals a functional linkage between hippocampal and subicular neurons during the delay of DNMS trials. Soc Neurosci Abstr, 26:173.8, 2000. Deadwyler SA, Jordan ER, Simeral JD, Smulders TV and Hampson RE. Tolerance to, and precipitated withdrawal from, chronic cannabinoid effects on memory are reflected in task-revelant encoding by ensembles of hippocampal neurons. Soc Neurosci Abstr, 26:773.13, 2000. Simeral JD, Hampson RE and Deadwyler SA. Neural encoding in rat hipocampus during discrimination of images in a visual delayed match-to-sample task. WNC Soc Neurosci Annual Meeting, 2000. Simeral JD, Hampson RE and Deadwyler SA. Derivation of task-relevant ensemble codes on single delayed-nonmatching-to-sample trials. Soc Neurosci Abstr, 25(2):1386, 1999. Simeral JD, Hampson RE and Deadwyler SA. Derivation of task-relevant ensemble codes on single delayed-nonmatching-to-sample trials. WNC Soc Neurosci Annual Meeting, 1999. Pons TP, Simeral JD, Yen Y-F, Hernandez L, Hampson RE and Deadwyler SA. Independent components analysis of functional MRI during visual & motor activations: derivation of variance sources and comparision with statistical parametric mapping. Soc Neurosci Abstr, 25(1):1137, 1999. Simeral JD, Pons TP, Yen Y-F, Hernandez L, Hampson RE and Deadwyler SA. Comparison of independent component analysis (ICA) and statistical parametric mapping (SPM) procedures in an fMRI visual activation study. In: Proc Int Soc Magn Res Med, 8th Annual Meeting, Philadelphia, 1999. Simeral JD, Hampson RE and Deadwyler SA. Derivation of spatial vs temporal connectivity from population analyses in ensembles of hippocampal neurons. Soc Neurosci Abstr, 24(2):1908, 1998. Simeral JD, Deadwyler SA and Hampson RE. Understanding Patterns of Activity in Neuronal Ensembles: A Nonlinear Systems Approach. WNC Soc Neurosci Annual Meeting, 1997. Hampson RE, Rawley J, Simeral JD, Byrd DR, Brooks JK and Deadwyler SA. Disruption of encoding but not recognition by cannabinoids via differential action on hippocampal memory circuits. Soc Neurosci Abstr 23:509,1997. Skills relevant to this workComputer systems R&D project leadership MATLAB: extensive programming including statistics, neural networks, and signal processing Spike isloation and acquisition and local field potential continuous recording PCA and ICA, and power spectrum analyses applied to spike trains and local field potentials. Surgical implant of microelectrode arrays for chronic recording from behaving rats and monkeys Animal behavioral training & conditioning NEX neural spike train analysis software Plexon MNAP multiple-neuron acquisition hardware and software (Rasputin) MIcroelectronic device (VLSI) design, fabrication, and test UNIX, SUN, Macintosh, & PC (DOS/WIN98/2000/NT) platforms and software CMOS circuit design and analog (Spice) simulation Digital logic design, simulation, and static timing analysis Fabrication house coordination SYNOPSYS logic synthesis tools, ASIC design VHDL (hardware description language) IntelPentium Pentium processor architectures Place-and-route and computer simulation tools Synchronous DRAM memory technology design and application Loosely-coupled massively parallel architecture, reliability, & systems management. Med Associates behavioral control system |
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