Publications

1. Yokoo, T., Knight, B.W. and Sirovich, L. An optimization approach to signal extraction from noisy multivariate data,  2001(submitted).

2. Sirovich, L. and Kaplan, E. Analysis methods for optical imaging. In: Methods for In Vivo Optical Imaging of the Central Nervous System, (R. Frostig, ed). CRC Press 2001 (in press).

3. M. Gabbay, C. Brennan, E. Kaplan, and L. Sirovich A Principle Components-based method for the detection of neuronal activity maps: Application to optical imaging NeuroImage 2000, 11:313-325.  Images us ing zip compression

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

5. 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 1998, 95(14):8334-8338

6. 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

7. 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, 1996, 96(1-4):355-366

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

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

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