Engineering Signal Processing

Location:

Irvine, CA

Posted:

January 25, 2013

Contact this candidate

Resume:

Curriculum Vit of Zoran Nenadi

(updated: October 6, 2012)

University of California O ce: 949-***-****

Department of Biomedical Engineering Fax: 949-***-****

**** ******* ******** ** *-mail: abqfaq@r.postjobfree.com

Irvine, CA 92697-2715 web: http://cbmspc.eng.uci.edu

D.Sc. Systems Science and Mathematics August 2001

Education

WASHINGTON UNIVERSITY, Saint Louis, MO

Dissertation: Signal Processing, Computation and Estimation in Biological Neural Networks

Advisor: Professor Bijoy K. Ghosh

M.S. Systems Science and Mathematics May 1998

WASHINGTON UNIVERSITY, Saint Louis, MO

Diploma Control Engineering May 1995

UNIVERSITY OF BELGRADE, Belgrade, Serbia

Thesis: On Finite-Time Stability of Linear Time-Delayed Systems (in Serbian)

Advisor: Professor Dragutin Debeljkovic

UNIVERSITY OF CALIFORNIA, Irvine, CA

Professional

Experience

Department of Biomedical Engineering

Associate Professor, July 2011 - present

Assistant Professor, April 2005 - June 2011

Department of Electrical Engineering and Computer Science

Associate Professor (by courtesy), July 2011 - present

Assistant Professor (by courtesy), January 2007 - June 2011

Graduate Program in Mathematical, Computational and Systems Biology

Associate Professor (by courtesy), July 2011 - present

Assistant Professor (by courtesy), September 2006 - June 2011

CALIFORNIA INSTITUTE OF TECHNOLOGY, Pasadena, CA

Division of Engineering and Applied Science

Visiting Associate, May 2005 - May 2006

Postdoctoral Fellow, October 2001 - February 2005

WASHINGTON UNIVERSITY, Saint Louis, MO

Center for BioCybernetics and Intelligent Systems

Research Assistant, October 1999 - October 2001

Department of Systems Science and Mathematics

Instructor, January 2000 - August 2001

Sever Institute of Technology

Research Assistant, August 1996 - August 2001

Neuroengineering (brain-computer interfaces, multisensor extracellular recording); Biomedical sig-

Research In-

nal processing and pattern recognition (supervised and unsupervised signal detection and classi-

terests

cation); Large-scale in silico biological neural network models; Biomedical devices and sensors.

IEEE Senior Member, 2012

Fellowships,

Honors and Faculty Early Career Development (CAREER) Award, National Science Foundation, 2011

Awards Opportunity Award, Center for Complex Biological Systems, UC Irvine, 2008

Best Paper Competition Finalist, IEEE Engineering in Medicine and Biology Society, 2007

Faculty Career Development Award, UC Irvine, 2007 - 2008

Research Assistantship, Washington University, Department of Systems Science and Mathe-

matics, 1996 - 2001

Travel Fellowship, Computation and Neuroscience Meeting, Brugge, Belgium, 2000

Student Fellowship, The Fourth International Conference on Cognitive and Neural Systems,

Boston University, 2000

Research Fellowship, Republic of Serbia, Ministry of Science and Technology, 1995 - 1996

Outstanding Student Award, University of Belgrade, Faculty of Mechanical Engineering, 1995

1. BME 170 Biomedical Engineering Lab, UC Irvine, Spring 2012, Instructor Evaluation:

Teaching Ex-

3.74/4.00 (mean), 4.00/4.00 (median).

perience

2. BME 233 Dynamic Systems in Biology and Medicine, UC Irvine, Fall 2011, Instructor

Evaluation: 4.00/4.00 (mean), 4.00/4.00 (median).

3. BME 130 Biomedical Signals and Systems, UC Irvine, Fall 2011, Instructor Evaluation:

3.39/4.00 (mean), 3.70/4.00 (median).

4. BME 170 Biomedical Engineering Lab, UC Irvine, Spring 2011, Instructor Evaluation:

3.78/4.00 (mean), 4.00/4.00 (median).

5. BME 233 Dynamic Systems in Biology and Medicine, UC Irvine, Fall 2010, Instructor

Evaluation: 4.00/4.00 (mean), 4.00/4.00 (median).

6. BME 130 Biomedical Signals and Systems, UC Irvine, Fall 2010, Instructor Evaluation:

3.55/4.00 (mean), 3.70/4.00 (median).

7. BME 170 Biomedical Engineering Lab, UC Irvine, Spring 2010, Instructor Evaluation:

3.57/4.00 (mean), 3.70/4.00 (median).

8. BME 233 Dynamic Systems in Biology and Medicine, UC Irvine, Fall 2009, Instructor

Evaluation: 3.94/4.00 (mean), 4.00/4.00 (median).

9. BME 130 Biomedical Signals and Systems, UC Irvine, Fall 2009, Instructor Evaluation:

3.77/4.00 (mean), 4.00/4.00 (median).

10. BME 170 Biomedical Engineering Lab, UC Irvine, Spring 2009, Instructor Evaluation:

3.85/4.00 (mean), 3.85/4.00 (median).

11. BME 233 Dynamic Systems in Biology and Medicine, UC Irvine, Fall 2008, Instructor

Evaluation: 3.90/4.00 (mean), 4.00/4.00 (median).

12. BME 130 Biomedical Signals and Systems, UC Irvine, Fall 2008, Instructor Evaluation:

3.53/4.00 (mean), 3.70/4.00 (median).

13. BME 170 Biomedical Engineering Lab, UC Irvine, Spring 2008, Instructor Evaluation:

3.83/4.00 (mean), 4.00/4.00 (median).

14. BME 233 Dynamic Systems in Biology and Medicine, UC Irvine, Winter 2008, Instructor

Evaluation: 4.00/4.00 (mean), 4.00/4.00 (median).

15. BME 130 Biomedical Signals and Systems, UC Irvine, Fall 2007, Instructor Evaluation:

3.48/4.00 (mean), 3.70/4.00 (median).

16. BME 170 Biomedical Engineering Lab, UC Irvine, Spring 2007, Instructor Evaluation:

3.47/4.00 (mean), 3.70/4.00 (median).

17. BME 295 Dynamic Systems with Applications to Biology and Medicine, UC Irvine,

Winter 2007, Instructor Evaluation: 4.00/4.00 (mean), 4.00/4.00 (median).

18. BME 130 Biomedical Signals and Systems, UC Irvine, Fall 2006, Instructor Evaluation:

3.61/4.00 (mean), 3.70/4.00 (median).

19. BME 170 Biomedical Engineering Lab, UC Irvine, Spring 2006, Instructor Evaluation:

3.57/4.00 (mean), 3.70/4.00 (median).

20. BME 130 Biomedical Signals and Systems, UC Irvine, Fall 2005, Instructor Evaluation:

3.44/4.00 (mean), 3.70/4.00 (median).

21. SSM 326 Probability and Statistics for Engineering, Washington University, Summer 2001,

Instructor Evaluation: 7.78/9.00 (mean), 8.00/9.00 (median).

22. SSM 490A Systems Engineering Laboratory, Washington University, Spring 2001, Instruc-

tor Evaluation: 8.00/9.00 (mean), 8.00/9.00 (median).

23. SSM 202 Introduction to Systems Science and Mathematics, Washington University, Fall

2000, Instructor Evaluation: 7.27/9.00 (mean), 7.00/9.00 (median).

24. SSM 326 Probability and Statistics for Engineering, Washington University, Summer 2000,

Instructor Evaluation: N/A.

25. SSM 581 Instruments and Components for Automatic Control, Washington University,

Spring 2000, Instructor Evaluation: 8.33/9.00 (mean), 8.00/9.00 (median).

Academic

Advising

1. Ashkan Hajirasooliha (BME), 2011 - present.

Graduate

Students 2. Christine E. King (passed BME candidacy exam), 2010 - present.

3. Chang Won Lee (passed BME candidacy exam), 2006 - present.

4. Andrew Schombs (BME), 2011 - present.

5. Agnieszka A. Szymanska (passed BME preliminary exam), 2012 - present

6. Po T. Wang (passed BME candidacy exam), 2008 - present.

7. Victor Quintanar-Zilinskas (MCSB, passed BME preliminary exam), 2009 - present.

8. Everardo Camacho, (BME, 2012 - present)

Undergraduate

Students 9. Varshini Chakravarthy, (BME, 2010 - present)

10. George Nasr, (BioSci, 2010 - present)

11. Sivasankar Ramarathinam, (DevBio, 2010 - present)

12. 1 Ka-Ling Chan, M.S. 2000, Systems Science and Mathematics, Masters Thesis (co-advisor, advi-

Former Gradu-

sor: Bijoy K. Ghosh).

ate Students

13. Koel Das, Ph.D. (EECS), 2006 - 2008.

14. Raul Benitez, Ph.D., Technical University of Catalonia, 2005 - 2006.

Former Post-

docs

15. Edward E. Branchaud (Assistant Specialist), Ph.D., California Institute of Technology, 2005 -

Former Techni-

2006.

cal Personnel

16. Nizan Friedman (BME), BME299, 2009.

Former Rota-

tion Students 17. Sameeran Kunche (BME), BME299, 2007 - 2008.

18. Sergey Osechinskiy (BME), BME299, 2006 - 2007.

19. Nayan Patel (BME), BME299, 2009.

20. Claire Robertson (BME), BME299, 2008.

21. Justin Rowe (BME), BME299, 2010.

22. Dwight Wynne (BME), BME299, 2007.

23. Peng Zhang (BME), BME299, 2007.

24. Oskar Hj rtquist, M.S. 2011, Measurement Technology and Industrial Electrical Engineering,

Former Visit-

Lund University, Masters Thesis (co-advisor, advisor: Prof. Frederik Sebelius).

ing Students

1 at Washington University

25. Caslav Miladinovic, M.S. 2007, Cognitive Sciences, University of Amsterdam, Masters Thesis (co-

advisor, advisor: Prof. Richard Ridderinkhof).

26. Ahmad Abiri (EECS), BME199, UROP, 2010 - 2011)

Former

Undergraduate 27. Siavash Ahrar (EECS), SURP, 2009.

Students 28. Ho Yiu Cheng (BME), BME199, 2006.

29. Hieu Dang (BME), BME199, 2007.

30. Myra Fabro (BME), BME199, ID-SURE, 2005 - 2007.

31. Sheilah B. Gleason, B.S. 2000, Systems Science and Mathematics, Honors Thesis (co-advisor,

advisor: Bijoy K. Ghosh).

32. Andrew Emon Heidari (BME), BME199, 2008.

33. Joshua Icuss (BME), BME199, ID-SURE, 2007.

34. Ja Hyuk Koo, (BME), BME199, 2011.

35. Trevor Law (BME), UC Irvine Honors Program, HSSoE Research Fellowship, SURP, 2006 - 2008.

36. Jonathan Orosco, (EECS), BME199, 2010.

37. Jay Patel (BME), BME199, 2010.

38. Marvin Patel (BME), BME199, 2010.

39. Nirav Shah (BME), BME199, 2010.

40. James Yamada (BME), UC Irvine Honors Program, UROP, 2008 - 2009.

41. Richard Yi (BME-premedical), BME199, UROP, SURP, 2005 - 2007.

42. David Yu (BME-premedical), BME199, 2005 - 2006.

43. Allison Zemek (BME-premedical), SURP, 2008.

Professional

Service

The Institute of Electrical and Electronics Engineers (IEEE), IEEE Engineering in Medicine and

Professional

Biology Society, The Mathematical Association of America (MAA), The Society for Neuroscience

Memberships

(SfN)

Journal of Biosensors & Bioelectronics, editorial board member, 2010 - present

Journal Edito-

rials

1st International Conference on Pattern Recognition Applications and Methods, Vilamoura, Al-

Conference

garve, Portugal, Feb 6th - 8th, 2012

Program

Committees 2nd International Conference on Pattern Recognition Applications and Methods, Barcelona,

Spain, Feb 15th - 18th, 2013

33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society,

Conference

Boston, MA, Aug 30th - Sep 3rd, 2011, Biomedical Signal Classi cation: Neurological Data (co-

Session Chair

chair)

33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society,

Boston, MA, Aug 30th - Sep 3rd, 2011, Brain-Machine Interfaces: III (co-chair)

Journals: IEEE Transactions on Biomedical Engineering; Journal of Computational Neuro-

Refereeing

science; Neural Computation; Journal of Neuroscience Methods; IEEE Transactions on Pattern

Activity

Analysis and Machine Intelligence; Cancer Informatics, IEEE/ACM Transactions on Compu-

tational Biology and Bioinformatics; IEEE Signal Processing Letters; IEE Proceedings Vision,

Image & Signal Processing; IEE Proceedings Circuits, Devices & Systems; Medical Engineering

& Physics; Brie ngs in Functional Genomics

Conferences: Neural Information Processing Systems Conference (NIPS), American Control

Conference (ACC), International Conference on Pattern Recognition Applications and Methods

(ICPRAM), European Signal Processing Conference (EUSIPCO)

Proposals: Institute for Clinical and Translational Science (ICTS), UC Irvine, Pilot Project

Awards Program

Accreditation Board for Engineering and Technology (ABET) lead faculty, 2012 - present

University

Service Undergraduate student committee (BME), 2009 - present

Faculty search committee (Systems Biology-BME liaison), 2007 - present

Committee on computing (HSSoE), BME liaison, 2006 - present

Faculty search committee (BME), 2006 - 2007

Seminar series coordinator (BME), 2006 - 2008

Examiner, BME preliminary exam (Mathematics), 2005 - present

Graduate student committee (BME), 2005 - 2006

1. Brain-Computer Interfaces for Clinical Applications, Polytechnic University of Catalonia, Biomed-

Invited

ical Engineering Research Centre, March 2012.

Presenta-

tions 2. Biomedical Signal Processing in Neurosurgical and Neurological Applications, UC Irvine Medical

Center, Department of Neurosurgery Grand Rounds, April 2010.

3. Brain-Computer Interface Controlled Walking Simulator, UC Irvine, California Spinal Cord/Neural

Regeneration Consortium, Roman Reed Meeting, March 2010.

4. Information Processing for Brain-Computer Interfaces, California Institute of Technology, Burdick

Fest, January 2010.

5. Brain-Computer Interface Controlled Walking Simulator, UC Irvine, California Spinal Cord/Neural

Regeneration Consortium, Roman Reed Meeting, March 2009.

6. Control of Extracellular Neural Recordings via Stochastic Optimization, The Porto no Hotel &

Yacht Club, Redondo Beach, CA, CCBS/MCSB Retreat, March 2007.

7. Extracellular Neural Recordings: Signal Processing and Control, UC Irvine, LifeChips Workshop,

March 2007.

8. Signal Processing and Data Analysis for Brain-Machine Interfaces: Challenges and Perspectives,

Northwestern University, Biomedical Engineering Department, May 2006.

9. Biomedical Signal Processing, Computation and Control, UC Irvine, BME Corporate Advisory

Board Meeting, October 2005.

10. Neural Prosthesis: Engineering Challenges and Perspectives, UC Irvine, Industry Research Sym-

posium, May 2005.

11. Optimization of Extracellular Recordings: Control Algorithm and Unsupervised Signal Processing,

UC Irvine, Department of Biomedical Engineering, May 2004.

12. Signal Processing, Computation and Estimation in Biological Neural Networks, California Institute

of Technology, Robotics Lab & Andersen Lab, July 2001.

13. Signal Processing, Computation and Estimation in Biological Neural Networks, Brown University,

Brain Science Program, April 2001.

14. Control of Arm Movements Using A Population of Neurons, Washington University, Computa-

tional Neuroscience, April 2000.

Publications Dissertations

[D1] Z. Nenadic. Signal Processing, Computation and Estimation in Biological Neural Networks.

D.Sc. Dissertation, Washington University, St. Louis, MO, 2001.

[D2] Z. Nenadic. On Stability of Linear Systems With Delayed State De ned Over Finite Time In-

terval. Diploma Thesis, University of Belgrade, Belgrade, Serbia, 1995.

Journal Articles

[J1] P.T. Wang, C.E. King, A.H. Do, and Z. Nenadic, Pushing the communication speed limit of a

noninvasive BCI speller. (submitted)

[J2] C.E. King, P.T. Wang, L.A. Chui, A.H. Do, and Z. Nenadic, Operation of a brain-computer

interface walking simulator by users with spinal cord injury. (arXiv preprint, submitted)

[J3] A.H. Do, P.T Wang, C.E. King, S.N. Chun, and Z. Nenadic, Brain-computer interface controlled

robotic gait orthosis: A case report. (arXiv preprint, submitted)

[J4] N. Olivas, V. Quintanar-Zilinskas, Z. Nenadic, and X. Xu, Laminar circuit organization and

response modulation in mouse visual cortex. Front. Neural Circuit., vol. 6(70), 2012.

[J5] P.T. Wang, C.E. King, L.A. Chui, A.H. Do, and Z. Nenadic, Self-paced brain-computer interface

control of ambulation in a virtual reality environment, J. Neural Eng., vol. 9, pp. 056016, 2012.

[J6] S.-C. Wu, A.L. Swindlehurst, P.T. Wang, and Z. Nenadic, E cient dipole parameter estimation

in EEG systems with near-ML performance, IEEE T. Bio-med. Eng., vol. 59(5), pp. 1339-1348,

2012.

[J7] S.-C. Wu, A.L. Swindlehurst, P.T. Wang, and Z. Nenadic, Projection vs. prewhitening for EEG

interference suppression, IEEE T. Bio-med. Eng., vol. 59(5), pp. 1329-1338, 2012.

[J8] A.H. Do, P.T. Wang, C.E. King, A. Abiri, and Z. Nenadic, Brain-computer interface controlled

functional electrical stimulation system for ankle movement, J. NeuroEng. Rehabil., vol. 8(49),

2011. (highly accessed)

[J9] P.T. Wang, C.E. King, A.H. Do, and Z. Nenadic, A durable, low-cost electrogoniometer for

dynamic measurement of joint trajectories, Med. Eng. Phys., vol. 33(5), pp. 546 552, 2011.

( c 2011 Elsevier Ltd. Copy available upon request)

[J10] Y. Shi, Z. Nenadic, and X. Xu, Novel use of matched ltering for synaptic event detection and

extraction, PLoS ONE, vol. 5(11), e15517, 2010.

[J11] X. Xu, N.D. Olivas, R. Levi, T. Ikrar, and Z. Nenadic, High precision and fast functional

mapping of cortical circuitry through a combination of voltage sensitive dye imaging and laser

scanning photostimulation, J. Neurophysiol., vol. 103(4), pp. 2301 2312, 2010.

[J12] K. Das, D.S. Rizzuto, and Z. Nenadic, Mental state estimation for brain-computer interface,

IEEE T. Bio-med. Eng., vol. 56(8), pp. 2114 2122, 2009.

[J13] K. Das, and Z. Nenadic, An e cient discriminant-based solution for small sample size problem,

Pattern Recogn., vol. 42(5), pp. 857 866, 2009. ( c 2009 Elsevier Ltd. Copy available upon

request)

[J14] C.Q. Dang, Z. Nenadic, and G.S. Kassab, A comparative analysis of coronary and aortic wave-

forms, Ann. Biomed. Eng., vol. 36(6), pp. 933 946, 2008.

[J15] K. Das, and Z. Nenadic, Approximate information discriminant analysis: A computationally

simple heteroscedastic feature extraction technique, Pattern Recogn., vol. 41(5), pp. 1548 1557,

2008. ( c 2008 Elsevier Ltd. Copy available upon request)

[J16] R. Benitez, and Z. Nenadic, Robust unsupervised detection of action potentials with probabilistic

models, IEEE T. Bio-med. Eng., vol. 55(4), pp. 1344 1354, 2008.

[J17] Z. Nenadic, Information discriminant analysis: Feature extraction with an information-theoretic

objective, IEEE T. Pattern Anal., vol. 29(8), pp. 1394 1407, 2007.

[J18] Z. Nenadic, and J.W. Burdick, A control algorithm for autonomous optimization of extracellular

recordings, IEEE T. Bio-med. Eng., vol. 53(5), pp. 941-955, 2006.

[J19] J.G. Cham, E.A. Branchaud, Z. Nenadic, B. Greger, R.A. Andersen, and J.W. Burdick, Semi-

chronic motorized microdrive and control algorithm for autonomously isolating, optimizing and

maintaining extracellular action potentials, J. Neurophysiol., 93(1): 570 579, 2005.

[J20] Z. Nenadic and J.W. Burdick, Spike detection using the continuous wavelet transform, IEEE T.

Bio-med. Eng., vol. 52(1), pp. 74 87, 2005.

[J21] Z. Nenadic and B.K. Ghosh, Encoding and decoding of analog signals with a population of

neurons, Math. Comput. Model., vol. 39(2-3), pp. 181 196, 2004.

[J22] Z. Nenadic, B.K. Ghosh, and P. Ulinski, Propagating waves in visual cortex: A large-scale

model of turtle visual cortex, J. Comput. Neurosci., vol. 14(2), pp. 161 184, 2003. (With kind

permission from Springer Science and Business Media)

[J23] Z. Nenadic, B.K. Ghosh, and P.S. Ulinski, Modeling and estimation problems in the turtle visual

cortex, IEEE T. Bio-med. Eng., vol. 49(8), pp. 753 762, 2002.

[J24] Z. Nenadic, C.H. Anderson, and B.K. Ghosh, Control of arm movement using population of

neurons, Math. Comput. Model., vol. 35(11-12), pp. 1261 1269, 2002.

[J25] Z. Nenadic, B. Ghosh, and P. Ulinski, Propagating waves in visual cortex: A large scale model

of turtle visual cortex, Math. Comput. Model., vol. 35(7-8), pp. 743 749, 2002.

[J26] Z. Nenadic and B.K. Ghosh, Signal processing and control problems in the brain, IEEE Contr.

Syst. Mag., vol. 21(4), pp. 28 41, 2001. (invited)

[J27] Z. Nenadic, B. Ghosh, and P. Ulinski, Spatiotemporal dynamics in a model of turtle visual

cortex, Neurocomputing, vol. 32-33, pp. 479 486, 2000. ( c 2000 Elsevier Ltd. Copy available

upon request)

[J28] M.P. Lazarevic, D.L. Debeljkovic, Z.L. Nenadic, and S.A. Milinkovic, Finite-time stability of

delayed systems, IMA J. Math. Control I., vol. 17(2), pp. 101 109, 2000.

Peer Reviewed Book Chapters

[BC1] Z. Nenadic, D.S. Rizzuto, R.A. Andersen, and J.W. Burdick. Advances in cognitive neural

prosthesis: Recognition of neural data with an information-theoretic objective, in G. Dornhege,

J.R. Mill n, T. Hinterberger, D.J. McFarland, and K.-R. M ller (eds.), Toward Brain Computer

a u

Interfacing, pp. 175 190, MIT Press, 2007.

Refereed Conference Articles

[C1] A.H. Do, P.T. Wang, C.E. King, A. Schombs, S.C. Cramer, and Z. Nenadic, Brain-computer

interface controlled functional electrical stimulation device for foot drop due to stroke, 2012.

(accepted)

[C2] C.E. King, P.T. Wang, M. Mizuta, D. Reinkensmeyer, A.H. Do, S. Moromugi, and Z. Nenadic,

Noninvasive brain-computer interface driven hand orthosis, in Proc. of the 33rd Annual Inter-

national Conference of the IEEE Engineering in Medicine and Biology Society, pp. 5786 5789,

2011.

[C3] S.-C. Wu, A.L. Swindlehurst, and Z. Nenadic, Matched subspace detector based feature ex-

traction for sorting of multi-sensor action potentials, in Proc. of the 33rd Annual International

Conference of the IEEE Engineering in Medicine and Biology Society, pp. 3704 3707, 2011.

[C4] C.W. Lee, C.E. King, S.-C. Wu, A.L. Swindlehurst, and Z. Nenadic, Signal source localization

with tetrodes: Experimental veri cation, in Proc. of the 33rd Annual International Conference

of the IEEE Engineering in Medicine and Biology Society, pp. 67 70, 2011.

[C5] A. Vallmitjana, M. Barriga, Z. Nenadic, A. Llach, E. Alvarez-Lacalle, L. Hove-Madsen, and R.

Benitez, Identi cation of intracellular calcium dynamics in stimulated cardiomyocytes, in Proc.

of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology

Society, pp. 68 71, 2010.

[C6] P.T. Wang, C. King, L.A. Chui, Z. Nenadic, A. Do, BCI controlled walking simulator for a BCI

driven FES device, In Proc. of RESNA Annual Conference, Las Vegas, Nevada, June 26-30, 2010.

[C7] O. Kuchaiev, P.T. Wang, Z. Nenadic, and N. Przulj, Structure of brain functional networks,

in Proc. of the 31th Annual International Conference of the IEEE Engineering in Medicine and

Biology Society, pp. 4166 4170, 2009.

[C8] K. Das, S. Osechinskiy, and Z. Nenadic, A classwise PCA-based recognition of neural data for

brain-computer interfaces, in Proc. of the 29th Annual International Conference of the IEEE

Engineering in Medicine and Biology Society, pp. 6519 6522, 2007.

[C9] C.W. Lee, H. Dang, and Z. Nenadic, An e cient algorithm for current source localization

with tetrodes, in Proc. of the 29th Annual International Conference of the IEEE Engineering in

Medicine and Biology Society, pp. 1282 1285, 2007. (student paper competition nalist)

[C10] K. Das, J. Meyer, and Z. Nenadic, Analysis of large-scale brain data for brain-computer inter-

faces, in Proc. of the 28th Annual International Conference of the IEEE Engineering in Medicine

and Biology Society, pp. 5731 5734, 2006.

[C11] C. Pang, J.G. Cham, Z. Nenadic, Y.-C. Tai, J.W. Burdick, and R.A. Andersen, A new neu-

ral recording electrode array with parylene insulating layer, In Proc. of the 9th International

Conference on Miniaturized Systems for Chemistry and Life Sciences (microTAS), pp. 675 677,

2005.

[C12] C. Pang, J.G. Cham, Z. Nenadic, S. Musallam, Y.-C. Tai, J.W. Burdick, and R.A. Andersen,

A new multi-site probe array with monolithically integrated parylene exible cable for neural

prostheses, in Proc. of the 27th Annual International Conference of the IEEE Engineering in

Medicine and Biology Society, pp. 7114 7117, 2005.

[C13] E.A. Branchaud, J.G. Cham, Z. Nenadic, R.A. Andersen, J. Burdick, A miniature robot for

autonomous single neuron recordings, in Proc. of the 2005 IEEE International Conference on

Robotics and Automation, pp. 1920 1926, 2005.

[C14] R.A. Andersen, J.W. Burdick, S. Musallam, H. Scherberger, B. Pesaran, D. Meeker, B.D. Corneil,

I. Fineman, Z. Nenadic, E. Branchaud, J.G. Cham, B. Greger, Y.C. Tai, and M.M. Mojarradi,

Recording advances for neural prosthetics, in Proc. of the 26th Annual International Conference

of the IEEE Engineering in Medicine and Biology Society, pp. 5352 5355, 2004.

[C15] B.K. Ghosh and Z. Nenadic, Position and velocity estimation in the visual cortex, in Proc. of

the 15th IFAC World Congress on Automatic Control, pp. 2361 2366, 2002.

[C16] Z. Nenadic, B.K. Ghosh, and P.S. Ulinski, Large scale simulation for velocity prediction in the

turtle visual cortex, in Proc. of the 40th IEEE Conference on Decision and Control, vol. 1, pp.

405 410, 2001.

[C17] Z. Nenadic and B.K. Ghosh, Computation with biological neurons, in Proc. of the 2001 Amer-

ican Control Conference, vol. 1, pp. 257 262, 2001.

[C18] A.D. Polpitiya, Z. Nenadic, and B.K. Ghosh, Optimal ltering in biological neural networks, in

Proc. of the 2001 American Control Conference, vol. 5, pp. 3539 3542, 2001.

[C19] Z. Nenadic and B.K. Ghosh, Control of arm movement using population of neurons, in Proc. of

the 39th IEEE Conference on Decision and Control, vol. 2, pp. 1776 1781, 2000.

[C20] Z. Nenadic and B.K. Ghosh, Dynamic-control problems with on/o cells, in Proc. of the 38th

IEEE Conference on Decision and Control, vol. 1, pp. 399 404, 1999

[C21] D.Lj. Debeljkovic, S.A. Milinkovic, M.B. Jovanovic, and Z.Lj. Nenadic, On the stability of

linear systems with delayed state de ned over nite time interval, in Proc. 36th IEEE Conference

on Decision and Control, vol.3, pp. 2771 2772, 1997.

[C22] D.Lj. Debeljkovic, Z.Lj. Nenadic, Dj. Koruga, and S.A. Milinkovic, On practical stability

of time delay systems: New results, in Proc. of the 2nd Asian Control Conference, vol III. pp.

543 546, 1997.

[C23] D.Lj. Debeljkovic, Z.Lj. Nenadic, S.A. Milinkovic, and M.B. Jovanovic, On practical and

nite-time stability of time-delay systems, in Proc. of the 4th European Control Conference, pp.

307 311, 1997.

[C24] Z.Lj. Nenadic, D.Lj. Debeljkovic and, S.A. Milinkovic, On practical stability of time delay

systems, in Proc. of the 1997 American Control Conference, vol. 5, pp. 3235 3236, 1997.

Abstracts

[A1] A. Chaturbedi, V. Chakravarthy, G. Nasr, S. Ramarathinam, Z. Nenadic, and L.S. Pare, In-

tracranial pressure-volume compensatory reserve index (RAP) in traumatic brain injury, Congress

of Neurological Surgeons, 2012 Annual Meeting, Chicago, IL, 2012.

[A2] A.H. Do, P.T. Wang, C.E. King, S.N. Chun, and Z. Nenadic, Brain-computer interface controlled

robotic gait orthosis, IEEE EMB/CAS/SMC Workshop on Brain-Machine-Body Interfaces, San

Diego, CA, 2012.

[A3] P.T. Wang, C.E. King, A.H. Do, and Z. Nenadic, Breaking the communication speed limit: A

high-performance noninvasive BCI speller. IEEE EMB/CAS/SMC Workshop on Brain-Machine-

Body Interfaces, San Diego, CA, 2012.

[A4] A. Chaturbedi, V. Chakravarthy, G. Nasr, S. Ramarathinam, Z. Nenadic, and L. Pare, Moni-

toring and interpretation of intracranial pressure waveform in traumatic brain injury, Congress of

Neurological Surgeons, 2011 Annual Meeting, Washington, DC, 2011.

[A5] A.H. Do, P.T. Wang, A. Abiri, C.E. King, and Z. Nenadic, Brain computer interface control

of functional electrical stimulation to restore foot dorsi exion, The 63rd American Academy of

Neurology Annual Meeting, Honolulu, HI, 2011.

[A6] Y. Shi, Z. Nenadic, and X. Xu, Novel use of matched ltering for synaptic event detection and

extraction, Soc. Neurosci. Abstr. 40: 838.11, 2010.

[A7] C.W. Lee, S.-C. Wu, A.L. Swindlehurst, and Z. Nenadic, Experimental veri cation of source

localization with tetrodes, Soc. Neurosci. Abstr. 40: 820.7, 2010.

[A8] Z. Nenadic, P.T. Wang, C.E. King, A.H. Do, and L.A. Chui, Asynchronous brain-computer

interface control of ambulation simulator, Soc. Neurosci. Abstr. 40: 294.6, 2010.

[A9] C. King, P.T. Wang, Z. Nenadic, and A. Do, BCI controlled walking simulator for a BCI driven

FES device, the 39th Neural Interfaces Conference, Long Beach, CA, 2010.

[A10] A.H. Do, P.T. Wang, C.E. King, L.A. Chui, and Z. Nenadic, Asynchronous BCI control of

walking simulator, the Fourth International BCI Meeting, Asilomar, CA, 2010.

[A11] N.D. Olivas, T. Ikrar, Z. Nenadic, and X. Xu, Contribution of NMDA and AMPA receptors

to spatiotemporal dynamics of neuronal population activity in the mouse visual cortex, Soc.

Neurosci. Abstr. 39: 261.24, 2009.

[A12] X. Xu, Z. Nenadic, R. Levi, N. Olivas, and T. Ikrar, Rapid mapping and evaluation of V1

cortical circuits through a novel combination of voltage sensitive dye imaging and laser scanning

photostimulation, Soc. Neurosci. Abstr. 39: 352.8, 2009.

[A13] K.F. Rajneesh, Z. Nenadic, E.C. Gajo, J.S. Chan, S.C. Cramer, and L.S. Pare, Intracranial

pressure waveform analysis in intracranial hemorrhage, American Association of Neurological Sur-

geons, 2009 Annual Meeting, San Diego, CA, 2009.

[A14] L.S. Pare, Z. Nenadic, R. Zargarnian, and S.C. Cramer, Analysis of intracranial pressure wave-

form slope in traumatic brain injury, Congress of Neurological Surgeons, 2008 Annual Meeting,

Orlando, FL, 2008.

[A15] C.W. Lee and Z. Nenadic, Position and intensity estimation of neurons using low-dimensional

generative models, The 9th Annual UC Systemwide Bioengineering Symposium, Riverside, CA,

2008.

[A16] K. Das and Z. Nenadic, Estimating mental states for brain computer interface, The 3rd Annual

Computational Cognitive Neuroscience Conference, San Diego, CA, 2007.

[A17] Z. Nenadic and C.W. Lee, Current source localization with tetrodes, Soc. Neurosci. Abstr. 37:

102.11, 2007.

[A18] C.W. Lee and Z. Nenadic, Localization and intensity estimation of neuronal signal sources, The

8th Annual UC Systemwide Bioengineering Symposium, San Francisco, CA, 2007.

[A19] E.A. Branchaud, Z. Nenadic, D. Meeker, J. Cham, R.A. Andersen, and J.W. Burdick, Movable

electrodes for autonomous cell isolation and tracking: algorithm, experiments and hardware, Soc.

Neurosci. Abstr. 33: 607.16, 2003.

[A20] Z. Nenadic and J.W. Burdick, Robust unsupervised detection of action potentials using the

wavelet transform, Soc. Neurosci. Abstr. 33: 279.1, 2003.

Patents

[P1] J.W. Burdick, J.G. Cham, Z. Nenadic, E.A. Branchaud, M.T. Wolf, and R.A. Andersen, Pros-

thetic Devices and Methods and Systems Related Thereto, Patent, US 08095210, Jan. 10, 2012.

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