Publications

[Sirovich]

 

  1. Sirovich, L. Populations of Tightly Coupled Neurons: the RGC/LGN System, Neural Computation, in press (2007)

  2. Meytlis, M. & Sirovich, L. On the Dimensionality of Face Space , IEEE Transactions of Pattern Analysis and Machine Intelligence, 29:1262-1267 (2007)

  3. Rangamani, P. & Sirovich, L. Survival and Apoptotic Pathways Initiated by TNF-alpha:Modeling and Predictions , Biotechnology and Bioengineering, 97:1216-1229 (2007)

  4. Omurtag, A. & Sirovich, L. Modeling a Large Population of Traders: Mimesis and Stability , Journal of Economic Behavior & Organization, 61:562-576 (2006)

  5. Sirovich, L., Omurtag, A. & Lubliner, K. Dynamics of Neural Populations: Stability & Synchrony, Network: Computation in Neural Systems, 17:3-29 (2006)

  6. Sirovich, L., Uglesich, R. The Organization of Orientation and Spatial Frequency in Primary Visual Cortex , PNAS, 101:16941-16946 (2004)

    Sirovich, L., Uglesich, R. The Organization of Orientation and Spatial Frequency in Primary Visual Cortex (Supplementary Material , PNAS, (2004)

  7. Sornborger, A., Sirovich, L. & Morley, G. Extraction of Periodic Multivariate Signals: Mapping of Voltage Dependent Dye Fluorescence in Mouse Heart. , IEEE Trans. Med. Imaging, 22:1537-1549 (2003).

  8. Sirovich, L. A Pattern analysis of the second Rehnquist U.S. Supreme Court. , PNAS, 100:7432-7437 (2003)

  9. Sornborger, A., Sailstad, C., Kaplan, E. & Sirovich, L. Spatiotemporal analysis of optical imaging data. , NeuroImage, 18:610-621 (2003).

  10. Sirovich, L. Dynamics of Neuronal Populations: Eigenfunction Theory, Part 1, Some Solvable Cases , Network: Computation in Neural Systems, 14:249-272 (2003)

  11. Casti, A.R.R., Omurtag, A., Sornborger, A., Kaplan, E., Knight, B., Sirovich, L.and Victor, J. A population study of integrate-and-fire-or-burst neurons, Neural Computation, 14:957-986 (2002)

  12. Yokoo, T., Knight, B.W. and Sirovich, L. An optimization approach to signal extraction from noisy multivariate data,  NeuroImage 14:1309-1326 (2001).

  13. Sirovich, L. and Kaplan, E. Analysis methods for optical imaging. In: In Vivo Optical Imaging of Brain Function, (R. Frostig, ed). CRC Press, 43-76 (2002).

  14. Penev, P. and Sirovich, L. The global dimensionality of face space ,In Proc. of IEEE International Conf. on Face and Gesture Recognition,Grenoble, France, 2000, pages 264-270. 

  15. Gabbay, M.,  Brennan, C., Kaplan, E. and  Sirovich, L. A principle components-based method for the detection of neuronal activity maps: Application to optical imaging NeuroImage, 11:313-325 (2000).  Images using zip compression

  16. Omurtag, A., Kaplan, E., Knight, B., & Sirovich, L. A Population approach to cortical dynamics with an application to orientation tuning, Network, 11:247-260 (2000)

  17.  Omurtag, A., Knight, B.W.  and Sirovich, L.  On the simulation of large populations of neurons J. Comp. Neurosci., 8:51-63 (2000)

  18. Sirovich, L., Knight, B.W., & Omurtag, A. Dynamics of neuronal populations: The equilibrium solution. SIAM,, 60:2009-2028 (2000)

  19. Sirovich, L. and Everson, R.  A Karhunen-Loeve analysis of episodic phenomena. (submitted for publication)

  20. Knight, B.W., Omurtag, A. and Sirovich, L.  The approach of a neuron population firing rate to a new equilibrium: an exact theoretical result. Neural Computation, 12:1045-1055 (2000)

  21. Everson, R.M., Prashanth, A.K., Gabbay, M., Knight, B.W., Sirovich , L. Kaplan, E. Representation of spatial frequency and orientation in the visual cortex. PNAS, 95(14):8334-8338 (1998)

  22. Everson, R, Knight, B.W., Sirovich, L. Separating spatially distributed response to stimulation from background .1. Optical imaging. Biol Cybern 1997, 77(6):407-417Abstract

  23. Everson, R. M., Kaplan, E.,  Knight, B. W., O'Brien, E., Orbach, D. and Sirovich, L. . Optical imaging of the mammalian cortex. The Biological Bulletin

  24. Knight, B.W., Manin, D., and Sirovich, L. Dynamical models of interacting neuron populations. In: Symposium on Robotics and Cybernetics; Computational Engineering in Systems Applications . (Gerf, E.C. ed) Cite Scientifique, Lille, France (1996)

  25. Sirovich, L., Everson, R., Kaplan, E., Knight, B.W., O'Brien, E. and Orbach, D. Modeling the functional organization of the visual cortex Physica D, 96(1-4):355-366 (1996)

  26. Everson, R. and Sirovich, L. Karhunen-Loeve procedure for gappy data J. Opt. Soc. Am., , 12:1657-1664 (1995)

  27. Sirovich, L. and Everson, R. Management and analysis of large scientific datasets .  Int'l J. of Supercomputer Applications, 6:50-68 (1992)

  28. Sirovich, L. Empirical eigenfunctions and low dimensional systems. In New Perspectives in Turbulence, ed. L. Sirovich, p. 139-163, 1991, Springer-Verlag.

  29. Sirovich, L., Knight B.W. and Rodriguez J.D. Optimal low-dimensional dynamical approximations. Q.Appl.Math.,48:535-548 (1990)

  30. Sirovich, L. Chaotic dynamics of coherent structures. Physica D, 37:126-145 (1989)

  31. Sirovich, L. and Kirby, M. Low-dimensional procedure for the characterization of human faces . J. Optical Soc. Am,  4:519-524 (1987)

  32. Kirby, M. and Sirovich, L. Application of the Karhunen-loeve Procedure for the Characterization of Human Faces . IEEE, 12:103-108 (1990)

  33. Sirovich, L., Brodie, S.E., & Knight, B.W. Effect of Boundaries on the Response of a Neural Network . Biophys. J., 28:423-446 (1979)

  34. Knight, B.W., Brodie, S.E. & Sirovich, L. Treatment of Nerve Impulse Data for Comparison with Theory . Proc. Natl. Acad. Sci. USA, 76:6026-6029 (1979)