Learning with regularizers in multilayer neural networks

Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics

Volumn 57, Issue 2, 1998, Pages 2170-2176

  Saad, David ^a   Rattray, Magnus ^a  

^a ASTON UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0004544191     PISSN: 1063651X     EISSN: None     Source Type: Journal    
DOI: 10.1103/PhysRevE.57.2170     Document Type: Article

References (16)

1. M. Biehl and H. Schwarze, J. Phys. A 28, 643 (1995).
2. D. Saad and S. A. Solla, Phys. Rev. E 52, 4225 (1995).
3. D. Saad and S. A. Solla, in Advances in Neural Information Processing Systems, edited by D. S. Touretzky, M. C. Mozer, and M. E. Hasselmo (MIT Press, Cambridge, MA, 1996), Vol. 8, p. 302.
4. D. Saad and S. A. Solla, in Advances in Neural Information Processing Systems, edited by M. C. Mozer, M. I. Jordan, and T. Petsche (MIT Press, Cambridge, MA, 1997), Vol. 9, p. 260.
5. P. Riegler and M. Biehl, J. Phys. A 28, L507 (1995).
6. G. Cybenko, Math. Control Signals Sys. 2, 303 (1989).
7. C. M. Bishop, Neural Networks for Pattern Recognition (Oxford University Press, Oxford, 1995).
8. T. L. H. Watkin, A. Rau, and M. Biehl, Rev. Mod. Phys. 65, 499 (1993)
9. S. Amari, N. Murata, K. R. Müller, M. Finke, and H. Yang, in Advances in Neural Information Processing Systems, (Ref. 3], p. 176.
10. S. J. Hanson and L. Y. Pratt, in Advances in Neural Information Processing Systems, edited by D. S. Touretzky (Kaufmann, Palo Alto, 1988), Vol. 1, p. 177.
11. A. Krogh and J. A. Hertz, J. Phys. A 25, 1135 (1992).
12. A. D. Bruce and D. Saad, J. Phys. A 27, 3355 (1994).
13. S. A. Solla, in Neural Networks for Signal Processing II, edited by S. Y. Kung, F. Fallside, and C. A. Kamm, J. Aa. Sorenson (IEEE, New York, 1992), p. 255.
14. D. Saad and M. Rattray, Phys. Rev. Lett. 79, 2578 (1997)
15. M. Rattray and D. Saad, J. Phys. A 30, L771 (1997).
16. A. H. L. West and D. Saad, Phys. Rev. E 56, 3426 (1997). PLEEE8