Bayesian neural networks

Statistical Problems in Particle Physics, Astrophysics and Cosmology - Proceedings of PHYSTAT 2005

Volumn , Issue , 2006, Pages 151-154

  Bhat, Pushpalatha C ^a   Prosper, Harrison B ^b  

^a FERMI NATIONAL ACCELERATOR LABORATORY   (United States)

^b FLORIDA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COSMOLOGY; NEURAL NETWORKS; STATISTICAL PHYSICS;

BAYESIAN; BAYESIAN NEURAL NETWORKS;

BAYESIAN NETWORKS;

EID: 68949149484     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1142/9781860948985_0032     Document Type: Conference Paper

References (9)

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3. E.K. Blum and L.K. Li, "Approximation theory and feedforward networks, " Neural Networks, 4, 511-515 (1991).
4. D.W. Ruck et al., "The multilayer perceptron as an approximation to a Bayes optimal discriminant function, " IEEE Trans. Neural Networks 1 (4), 296-298 (1990);.
5. E.A. Wan, "Neural network classification: A Bayesian interpretation, " IEEE Trans. Neural Networks 1 (4), 303-305 (1990).
6. R. M. Neal, Bayesian Learning of Neural Networks, (Springer-Verlag, New York, 1996). For a review, see: http://www.cs.utoronto.ca/~radford/ftp/review. pdf.
7. CDF Collaboration, F. Abe et al., Phys. Rev. Lett. 74, 2626 (1995);.
8. Do Collaboration, S. Abachi et al., Phys. Rev. Lett. 74, 2632 (1995);.
9. P.C. Bhat, H.B. Prosper and S.S. Snyder, Int. J. Mod. Phys. 13, 5113 (1998).