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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 Defined Over Finite Time Interval. Diploma Thesis, University of Belgrade, Belgrade, Serbia, 1995.

JOURNAL ARTICLES

[J1].

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.

[J2].

K. Das, and Z. Nenadic, An Efficient Discriminant-based Solution for Small Sample Size Problem, Pattern Recogn., vol. 42 (5), pp. 857-866, 2009. (©2009 Elsevier Ltd. Copy available upon request.)

[J3].

C.Q. Dang, Z. Nenadic, and G.S. Kassab, A comparative analysis of coronary and aortic waveforms, Ann. Biomed. Eng., vol. 36(6), pp. 933-946, 2008.

[J4].

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.

[J5].

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

[J6].

Z. Nenadic, Information discriminant analysis: Feature extraction with an information-theoretic objective, IEEE T. Pattern Anal., vol. 29 (8), pp. 1394-1407, 2007.

[J7].

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.

[J8].

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: 603-608, 2005.

[J9].

Z. Nenadic and J.W. Burdick, Spike detection using the continuous wavelet transform, IEEE T. Bio-med. Eng., vol. 52, pp. 74-87, 2005.

[J10].

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.

[J11].

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, pp. 161-184, 2003. (With kind permission from Springer Science and Business Media.)

[J12].

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, pp. 753-762, 2002.

[J13].

Z. Nenadic, C.H. Anderson, and B.K. Ghosh, Control of arm movement using population of neurons, Math. Comput. Model., vol. 35, pp. 1261-1269, 2002.

[J14].

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, pp. 743-749, 2002.

[J15].

Z. Nenadic and B. K. Ghosh, Signal processing and control problems in the brain, IEEE Contr. Syst. Mag., vol. 21, pp. 28-41, 2001 (invited).

[J16].

Z. Nenadic, B. Ghosh, and P. Ulinski, Spatiotemporal dynamics in a model of turtle visual cortex, Neurocomputing, vol. 32-33, pp. 479-486, 2000. (©2000 Elsevier Ltd. Copy available upon request.)

[J17].

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, 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. Millán, T. Hinterberger, D. J. McFarland, and K.-R. Müller (eds.), Toward Brain Computer Interfacing, pp. 175-190, MIT Press, 2007.

REFEREED CONFERENCE ARTICLES

[C1].

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, 2009 (accepted).

[C2].

C.W. Lee, H. Dang, and Z. Nenadic, An efficient 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 finalist).

[C3].

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.

[C4].

K. Das, J. Meyer, and Z. Nenadic, Analysis of large-scale brain data for brain-computer interfaces, in Proc. of the 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 5731-5734, 2006.

[C5].

C. Pang, J.G. Cham, Z. Nenadic, Y.-C. Tai, J.W. Burdick, and R.A. Andersen, A new neural 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.

[C6].

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 flexible 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.

[C7].

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.

[C8].

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.

[C9].

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.

[C10].

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.

[C11].

Z. Nenadic and B.K. Ghosh, Computation with biological neurons, in Proc. of the 2001 American Control Conference, vol. 1, pp. 257-262, 2001.

[C12].

A.D. Polpitiya, Z. Nenadic, and B.K. Ghosh, Optimal filtering in biological neural networks, in Proc. of the 2001 American Control Conference, vol. 5, pp. 3539-3542, 2001.

[C13].

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.

[C14].

Z. Nenadic and B.K. Ghosh, Dynamic-control problems with on/off cells, in Proc. of the 38th IEEE Conference on Decision and Control, vol. 1, pp. 399-404, 1999

[C15].

D.Lj. Debeljkovic, S.A. Milinkovic, M.B. Jovanovic, and Z.Lj. Nenadic, On the stability of linear systems with delayed state defined over finite time interval, in Proc. 36th IEEE Conference on Decision and Control, vol.3, pp. 2771-2772, 1997.

[C16].

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.

[C17].

D.Lj. Debeljkovic, Z.Lj. Nenadic, S.A. Milinkovic, and M.B. Jovanovic, On Practical and Finite-Time Stability of Time-Delay Systems, in Proc. of the 4th European Control Conference, pp. 307-311, 1997.

[C18].

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].

N.D. Olivas, T. Ikrar, Z. Nenadic, X. Xu, Contribution of NMDA and AMPA receptors to spatiotemporal dynamics of neuronal population activity in the mouse visual cortex, Soc. Neurosci. Abstr., 2009.

[A2].

X. Xu, Z. Nenadic, R. Levi, N. Olivas, 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., 2009.

[A3].

K.F. Rajneesh, Z. Nenadic, E.C. Gajo, J.S. Chan, S.C. Cramer, L.S. Pare, Intracranial Pressure Waveform Analysis in Intracranial Hemorrhage, American Association of Neurological Surgeons, 2009 Annual Meeting, San Diego, CA, 2009.

[A4].

L.S. Pare, Z. Nenadic, R. Zargarnian and S.C. Cramer, Analysis of Intracranial Pressure Waveform Slope in Traumatic Brain Injury, Congress of Neurological Surgeons, 2008 Annual Meeting, Orlando, FL, 2008.

[A5].

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.

[A6].

Z. Nenadic and C.W. Lee, Current Source Localization with Tetrodes, Soc. Neurosci. Abstr., 37: 102.11, 2007.

[A7].

K. Das and Z. Nenadic, Estimating Mental States for Brain Computer Interface, The 3rd Annual Computational Cognitive Neuroscience Conference, San Diego, CA, 2007.

[A8].

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.

[A9].

Z. Nenadic and J.W. Burdick, Robust unsupervised detection of action potentials using the wavelet transform, Soc. Neurosci. Abstr. 33: 279.1, 2003.

[A10].

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.

PATENTS

[P1].

J.W. Burdick, J.G. Cham, Z. Nenadic, E.A. Branchaud, M.T. Wolf, and R.A. Andersen, Prosthetic Devices and Methods and Systems Related Thereto, (pending, Application No. 11/625,230, filed on January 19, 2007).