Higher-order statistical properties arising from the non-stationarity of natural signals

Advances in Neural Information Processing Systems

Volumn , Issue , 2001, Pages

  Parra, Lucas ^a   Spence, Clay ^a   Sajda, Paul ^b  

^a SARNOFF CORPORATION   (United States)

^b Department of Earth and Environmental Sciences   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HIGHER-ORDER METHODS; INDEPENDENT COMPONENTS; JOINT DENSITIES; NON-STATIONARITIES; SECOND-ORDER METHODS; SPHERICALLY INVARIANT RANDOM PROCESS; STATIONARY GAUSSIAN PROCESS; STATISTICAL PROPERTIES;

GAUSSIAN NOISE (ELECTRONIC);

EID: 84898988668     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. E.M.L. Beale and C.L. Mallows. Scale mixing of symmetric distributions with zero means. Annals of Mathematical Statitics, 30:1145-1151, 1959.
2. T. P. Bollerslev, R. F. Engle, and D. B. Nelson. Arch models. In R. F. Engle and D. L. McFadden, editors, Handbook of Econometrics, Volume IV. North-Holland, 1994.
3. Helmut Brehm and Walter Stammler. Description and generation of spherically invariant speech-model signals. Signal Processing, 12:119-141, 1987.
4. Phil Brodatz. Textures: A Photographic Album for Artists and Designers. Dover, 1999.
5. R. deCharms, Christopher and M. Merzenich, Miachael. Characteristic neuros in the primary auditory cortex of the awake primate using reverse correlation. In M. Jordan, M. Kearns, and S. Solla, editors, Advances in Neural Information Processing Systems 10, pages 124-130, 1998.
6. Joel Goldman. Detection in the presence of spherically symmetric random vectors. IEEE Transactions on Information Theory, 22(1):52-59, January 1976.
7. M.G. Kendal and A. Stuart. The Advanced Theory of Statistics. Charles Griffin & Company Limited, London, 1969.
8. L. Parra and C. Spence. Convolutive blind source separation of non-stationary sources. IEEE Trans. on Speech and Audio Processing, pages 320-327, May 2000.
9. Lucas Parra and Clay Spence. Separation of non-stationary sources. In Stephen Roberts and Richard Everson, editors, Independent Components Analysis: Principles and Practice. Cambridge University Press, 2001.
10. Akaysha Tang, Barak Pearlmutter, Dan Phung, and Scott Carter. Independent components of magnetoencephalography. Neural Computation, submitted.
11. Martin J. Wainwright and Eero P. Simoncelli. Scale mixtures of Gaussians and the statistics of natural images. In S. A. Solla, T.K. Leen, and K.-R. Müller, editors, Advances in Neural Information Processing Systems 12, pages 855-861, Cambridge, MA, 2000. MIT Press.