Engineering & Applied Science

  • School of Engineering and Applied Science, Aston University

    B4 7ET Birmingham

    United Kingdom

Research Output

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Chapter
2001

TAP for parity check error correcting codes

Saad, D., Kabashima, Y. & Vicente, R., Feb 2001, Advanced mean field methods: Theory and practice. Opper, M. & Saad, D. (eds.). MIT, p. 67-84 18 p. (Neural Information Processing).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File

The TAP approach to intensive and extensive connectivity systems

Kabashima, Y. & Saad, D., Feb 2001, Advanced mean field methods: Theory and practice. Opper, M. & Saad, D. (eds.). Cambridge, US: MIT, p. 51-65 15 p. (Neural Information Processing).

Research output: Chapter in Book/Report/Conference proceedingChapter

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2000

10 Gbit/s dispersion-managed soliton transmission over 13,400 km in a weak, symmetric non-zero dispersion shifted fiber dispersion map

Harper, P., Alleston, S. B., Forysiak, W. & Doran, N. J., 2000, Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest. Piscataway, NJ, United States: IEEE, p. 237-238 2 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

40-Gbit/s dispersion-managed soliton transmission over 3000 km of standard fiber through optimization of the dispersion map parameters

Govan, D. S., Turitsyn, S. K. & Doran, N. J., 2000, Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest. Piscataway, NJ, United States: IEEE, p. 238-239 2 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1999

10 Gbit/s OTDM to 4 x 2.5 Gbit/s WDM conversion using an SOA-NOLM, Bragg gratings and a supercontinuum pulse source

Ryan, D. M. & Doran, N., 1999, Nonlinear Guided Waves and their Applications: 1-3 September 1999, Dijon (FR). Washington (US): Optical Society of America, p. 328-330 3 p. (OSA Technical Digest).

Research output: Chapter in Book/Report/Conference proceedingChapter

A Bayesian approach to on-line learning

Opper, M. & Winther, O., Jan 1999, On-line learning in neural networks. Saad, D. (ed.). Cambridge: Cambridge University Press, p. 363-378 16 p. (Publications of the Newton Institute; vol. 17).

Research output: Chapter in Book/Report/Conference proceedingChapter

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Incorporating curvature information into on-line learning

Rattray, M. & Saad, D., Jan 1999, On-line learning in neural networks. Saad, D. (ed.). Isaac Newton Institute, Cambridge: Cambridge University Press, p. 183-207 25 p. (Publications of the Newton Institute).

Research output: Chapter in Book/Report/Conference proceedingChapter

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File

Modelling financial time series with switching state space models

Azzouzi, M. & Nabney, I. T., 1999, Proceedings of the IEEE/IAFE 1999 Conference on Computational Intelligence for Financial Engineering. Port Jefferson, NY: IEEE, p. 240-249 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File

Natural gradient matrix momentum

Scarpetta, S., Rattray, M. & Saad, D., 7 Sep 1999, Ninth International Conference on Artificial Neural Networks, ICANN 99. Edinburgh UK: IEEE, Vol. 1. p. 43-48 6 p. (Conference Publication; vol. 470).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File

Simple Gallager codes for BSC

Kabashima, Y. & Saad, D., Jun 1999, Proceedings of the international workshop on soft computing in industry '99. IEEE, p. 136-140 5 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

The belief in TAP

Kabashima, Y. & Saad, D., Jun 1999, Advances in Neural Information Processing Systems 11. Kearns, M. J., Solla, S. A. & Cohn, D. (eds.). Cambridge MA: MIT, Vol. 11. p. 246-252 7 p. (Proceeding of the 1998 Conference).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File

Time delay estimation with hidden Markov models

Azzouzi, M. & Nabney, I. T., 1999, Ninth International Conference on Artificial Neural Networks, 1999 (ICANN). Edinburgh, UK: IEEE, Vol. 1. p. 473-478 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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1998

Analysing time series structure with hidden Markov models

Azzouzi, M. & Nabney, I. T., 2 Sep 1998, Proceedings of the 1998 IEEE Signal Processing Society Workshop, Neural Networks for Signal Processing VIII, 1998. Constantinides, T., Kung, S. Y., Niranjan, M. & Wilson, E. (eds.). Cambridge, UK: IEEE, Vol. 8. p. 402-408 7 p. (Proceedings of the 1998 IEEE Signal Processing Society Workshop).

Research output: Chapter in Book/Report/Conference proceedingChapter

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The dynamics of matrix momentum

Rattray, M. & Saad, D., 1 Sep 1998, Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, L. F., Boden, M. B. & Ziemke, T. (eds.). Springer, Vol. 1. p. 183-188 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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Towards a framework for combining stochastic and deterministic descriptions of nonstationary financial time series

Lesch, R. H. & Lowe, D., 2 Sep 1998, Proceedings of the 1998 IEEE Signal Processing Society Workshop Neural Networks for Signal Processing VIII, 1998. Constantinides, T., Kung, S. Y., Niranjan, M. & Wilson, E. (eds.). Cambridge, UK: IEEE, Vol. 8. p. 587-596 10 p. (Proceedings of the 1998 IEEE Signal Processing Society Workshop).

Research output: Chapter in Book/Report/Conference proceedingChapter

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Transients and asymptotics of natural gradient learning

Rattray, M. & Saad, D., 1 Sep 1998, Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, L., Boden, M. & Ziemke, T. (eds.). Springer, Vol. 1. p. 165-170 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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File
1997

Capacity of the upstart algorithm

West, A. H. L. & Saad, D., 1997, Mathematics of Neural Networks: Models, Algorithms and Applications. Ellacott, S. W., Mason, J. C. & Anderson, I. J. (eds.). Oxford: Kluwer, p. 372-378 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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Negative penalty 10 Gb/s all optical wavelength conversion in an integrated amplifier/DFB laser

Stephens, M. F. C., Penty, R. V., White, I. H., Asghari, M. & [No Value], A. (ed.), 1997, Proceedings of the 1997 11th International Conference on Integrated Optics and Optical Fibre Communications and 23rd European Conference on Optical Communications, IOOC-ECOC'97. IEE, p. 265-268 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

On-line learning in multilayer neural networks

Saad, D. & Solla, S. A., 1997, Proceedings of the first international conference on mathematics of neural networks : models, algorithms and applications: models, algorithms and applications. Oxford: Kluwer

Research output: Chapter in Book/Report/Conference proceedingChapter

File

Practical assessment of neural network applications

Nabney, I. T., Paven, M. J. S., Eldridge, R. C. & Lee, C., 1997, SafeComp 97: Proceedings of the 16th International Conference on Computing Safety, Reliability and Security. Daniel, P. (ed.). London: Springer, p. 357-368 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

File
1996

Adaptive back-propagation in on-line learning of multilayer networks

West, A. H. L. & Saad, D., 1996, Proceedings of the neural information processing systems. Touretzky, D. S., Mozer, M. C. & Hasselmo, M. E. (eds.). Boston: MIT, Vol. 8.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
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Tracking of non-stationary time-series using resource allocating RBF networks

McLachlan, A. & Lowe, D., 10 Apr 1996, EMCSR 1996 13th European meeting on cybernetics and systems research: April 9-12 1996 at the University of Vienna, Austria. Trappl, R. (ed.). Vienna: Austrian Society for Cybernetic Studies, p. 1066-1071 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1995

A novel neural network technique for exploratory data analysis

Lowe, D. & Tipping, M. E., 1995, Proceedings of International Conference on Artificial Neural Networks '95. Paris: EC2 et Cie, Vol. 1. p. 339-344 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Modelling conditional probability distributions for periodic variables

Nabney, I. T. & Bishop, C. M., 1995, Proceedings International Conference on Artificial Neural Networks ICANN'95. Fougelman-Soulie, F. & Gallinari, P. (eds.). Paris (FR): EC2 et Cie, Vol. 2. p. 209-214 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Modelling conditional probability distributions for periodic variables

Nabney, I. T., Bishop, C. M. & Legleye, C., 26 Jun 1995, Fourth International Conference on Artificial Neural Networks. IEEE, Vol. 4. p. 177-182 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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Modelling of non-stationary processes using radial basis function networks

Lowe, D. & McLachlan, A., 26 Jun 1995, Proceedings of the 4th IEE International Conference on Artificial Neural Networks. Cambridge: IEEE, p. 300-305 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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Nonlinear phenomena in optical fibres

Doran, N., 4 Apr 1995, Nonlinear optical materials and devices for applications in information technology. Miller, A., Daino, K. R. W. . B., Miller, A., Welford, K. R. & Daino, B. (eds.). Kluwer, p. 75-102 28 p. (NATO Science Series: E NATO ASI series. Series E, Applied sciences).

Research output: Chapter in Book/Report/Conference proceedingChapter

1991

Rule induction for data exploration

Nabney, I. T. & Grasl, O., 1991, Proceedings of Avignon 91: Expert systems and their applications. EC2 et Cie, Vol. 1. p. 329-341 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

The use of expert systems in demand forecasting

Sweeney, E. T., 1991, Integration and management of technology for manufacturing. Robson, E. H., Ryan, H. M. & Wilcock, D. (eds.). p. 47-54 8 p. (IEE Management of Technology Series).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
1985

Solid phase epitaxial regrowth of ion implanted silicon on sapphire using rapid thermal annealing

Hodge, A. M., Chew, N. G. & Cullis, A. G., 1985, Energy beam-solid interactions and transient thermal processing/1984 : symposium : Fall meeting : papers . Biegelsen, D. K., Rozgony, G. A. & Shank, C. V. (eds.). Pittsburgh, Vol. 35. p. 393-399 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter