Edinburgh Research Explorer

Institute for Adaptive and Neural Computation

Organisational unit: Research Institute

  1. 1997
  2. GTM: A Principled Alternative to the Self-Organizing Map

    Bishop, C. M., Svensen, M. & Williams, C. K. I., 1997, Advances in Neural Information Processing Systems 9. MIT Press, p. 354-360 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. Gaussian Processes for Bayesian Classification via Hybrid Monte Carlo

    Barber, D. & Williams, C. K. I., 1997, Advances in Neural Information Processing Systems 9. MIT Press, p. 340-346 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. Gaussian Regression and Optimal Finite Dimensional Linear Models

    Zhu, H., Williams, C. K. I., Rohwer, R., Morciniec, M. & Hammel, M., 1997, 20 p.

    Research output: Working paper

  5. Magnification factors for the SOM and GTM algorithms

    Bishop, C. M., Svensén, M. & Williams, C. K. I., 1997, Proceedings 1997 Workshop on Self-Organizing Maps. p. 333–338 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Modelling Conditional Probability Distributions for Periodic Variables

    Bishop, C. & Nabney, I., 1997, Mathematics of Neural Networks: Models, Algorithms and Applications. Ellacott, S., Mason, J. & Anderson, I. (eds.). Springer US, p. 118-122 5 p. (Operations Research/Computer Science Interfaces Series; vol. 8).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  7. Prediction With Gaussian Processes: From Linear Regression To Linear Prediction And Beyond

    Williams, C., 1997, Learning in Graphical Models. p. 599-621 23 p. (NATO ASI Series D: Behavioural and Social Sciences; vol. 89).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  8. Regression with input-dependent noise: A Gaussian process treatment

    Goldberg, P. W., Williams, C. K. I. & Bishop, C. M., 1997, Advances in Neural Information Processing Systems 10 (NIPS 1997). MIT Press, p. 493-499 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  9. Self-Organization, Plasticity, and Low-Level Visual Phenomena in a Laterally Connected Map Model of the Primary Visual Cortex

    Miikkulainen, R., Bednar, J. A., Choe, Y. & Sirosh, J., 1997, Perceptual Learning. Goldstone, R. L., Schyns, P. G. & Medin, D. L. (eds.). Academic Press, p. 257-308 52 p. (Psychology of Learning and Motivation).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  10. The GENESIS Simulator-based Neuronal Database

    Beeman, D., Bower, J. M., Schutter, E. D., Efthimiadis, E. N., Goddard, N. & Leigh, J., 1997, Progress in Neuroinformatics. Koslow, S. & Huerta, M. (eds.). Lawrence Erlbaum Associates, Vol. 1. 203 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  11. Magnification factors for the GTM algorithm

    Bishop, C. M., Svensén, M. & Williams, C. K. I., 1 Jan 1997, Artificial Neural Networks, Fifth International Conference on (Conf. Publ. No. 440). Institute of Electrical and Electronics Engineers (IEEE), p. 64–69 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  12. Deviations from the Gaussian distribution of mesoscopic conductance fluctuations

    van Rossum, M., Lerner, I. V., Altshuler, B. L. & Nieuwenhuizen, T. M., 1 Feb 1997, In : Physical Review B. 55, p. 4710-4716 7 p.

    Research output: Contribution to journalArticle

  13. Bayesian Neural Networks

    Bishop, C. M., Jul 1997, In : The Journal of the Brazilian Computer Society. 4, 1, p. 61–68 8 p.

    Research output: Contribution to journalArticle

  14. Computation With Infinite Neural Networks

    Williams, C. K. I., 1 Jul 1997, In : Neural Computation. 10, 5, p. 1203-1216 14 p.

    Research output: Contribution to journalArticle

  15. Using Bayesian neural networks to classify segmented images

    Vivarelli, F. & Williams, C. K. I., 1 Jul 1997, Artificial Neural Networks, Fifth International Conference on (Conf. Publ. No. 440). IET, p. 268-273 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  16. Instantiating Deformable Models with a Neural Net

    Williams, C. K. I., Revow, M. & Hinton, G. E., Oct 1997, In : Computer Vision and Image Understanding. 68, 1, p. 120-126 7 p.

    Research output: Contribution to journalArticle

  17. Hopfield learning rule with high capacity storage of time-correlated patterns

    Storkey, A. & Valabregue, R., 9 Oct 1997, In : Electronics Letters. 33, 21, p. 1803-1804 2 p.

    Research output: Contribution to journalArticle

  18. 1998
  19. A Self-Organizing Neural Network Model of the Primary Visual Cortex

    Miikkulainen, R., Bednar, J., Choe, Y. & Sirosh, J., 1998, Proceedings of the Fifth International Conference on Neural Information Processing (ICONIP'98), Volume 2. Usui, S. & Omori, T. (eds.). p. 815-818 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  20. Adding Constrained Discontinuities to Gaussian Process Models of Wind Fields

    Cornford, D., Nabney, I. T. & Williams, C. K. I., 1998, Advances in Neural Information Processing Systems 11 (NIPS 1998). p. 861-867 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  21. Gaussian processes for switching regimes

    Storkey, A., 1998, ICANN 98: Proceedings of the 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998. Springer London, p. 621-626 6 p. (Perspectives in Neural Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  22. Latent Variables, Topographic Mappings and Data Visualization

    Bishop, C., 1998, Neural Nets WIRN VIETRI-97: Proceedings of the 9th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, 22–24 May 1997. Marinaro, M. & Tagliaferri, R. (eds.). Springer London, p. 3-32 30 p. (Perspectives in Neural Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  23. Metamorphosis of the Mushroom Bodies; Large-Scale Rearrangements of the Neural Substrates for Associative Learning and Memory in Drosophila

    Armstrong, J. D., de Belle, J. S., Wang, Z. & Kaiser, K., 1998, In : Learning and Memory. 5, 1, p. 102-114 13 p.

    Research output: Contribution to journalArticle

  24. Mirror symmetry on K3 surfaces as a hyper-Kaehler rotation

    Bruzzo, U. & Sanguinetti, G., 1998, In : Letters in mathematical physics. 45, 4, p. 295-301 7 p.

    Research output: Contribution to journalArticle

  25. Noise Removal by Nonlinear Synapses

    Van Rossum, M. C. W. & Smith, R. G., 1998, Computational Neuroscience: Trends in Research, 1998. Bower, J. M. (ed.). Boston, MA: Springer US, p. 297-302 6 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  26. Noise removal at the rod synapse of mammalian retina

    Van Rossum, M. & Smith, R. G., 1998, In : Visual Neuroscience. 15, p. 809-821 13 p.

    Research output: Contribution to journalArticle

  27. Pattern-Generator-Driven Development In Self-Organizing Models

    Bednar, J. A. & Miikkulainen, R., 1998, Computational Neuroscience: Trends in Research, 1998. Bower, J. M. (ed.). Plenum Press, p. 317-323 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  28. Variational Learning in Graphical Models and Neural Networks

    Bishop, C., 1998, ICANN 98: Proceedings of the 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998. Niklasson, L., Boden, M. & Ziemke, T. (eds.). Springer London, p. 13-22 10 p. (Perspectives in Neural Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  29. GTM: The generative topographic mapping

    Bishop, C. M., Svensén, M. & Williams, C. KI., Jan 1998, In : Neural Computation. 10, 1, p. 215-234 20 p.

    Research output: Contribution to journalArticle

  30. Combining neural networks and belief networks for image segmentation

    Williams, C. K. I. & Feng, X., 1 Aug 1998, Neural Networks for Signal Processing VIII, 1998. Proceedings of the 1998 IEEE Signal Processing Society Workshop. Institute of Electrical and Electronics Engineers (IEEE), p. 393-401 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  31. Proceedings of the Gala '97 Conference on Language Acquisition

    Sorace, A. (ed.), Heycock, C. (ed.) & Shillcock, R. (ed.), 19 Aug 1998, Edinburgh University Press. 528 p.

    Research output: Book/ReportBook

  32. Developments of the generative topographic mapping

    Bishop, C. M., Svensén, M. & Williams, C. K. I., Nov 1998, In : Neurocomputing. 21, 1–3, p. 203-224 22 p.

    Research output: Contribution to journalArticle

  33. Bayesian Classification with Gaussian Processes

    Williams, C. K. I. & Barber, D., Dec 1998, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 20, 12, p. 1342-1351 10 p.

    Research output: Contribution to journalArticle

  34. 1999
  35. A novel approach to Drosophila neurophysiology: the targeted expression of aequorin

    Rosay, P., Kaiser, K. & Armstrong, J. D., 1999, Handbook of Molecular-Genetic Techniques for Brain and Behavior Research. Crusio, W. E. & Gerlai, R. T. (eds.). Elsevier, p. 487-495 9 p. (Techniques in the Behavioral and Neural Sciences).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  36. DTs: Dynamic Trees

    Williams, C. KI. & Adams, N. J., 1999, Advances in Neural Information Processing Systems 11 (NIPS 1998). MIT Press, p. 634-640 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  37. Discovering hidden features with Gaussian processes regression

    Vivarelli, F. & Williams, C. K. I., 1999, Advances in Neural Information Processing Systems 11 (NIPS 1998). MIT Press, p. 613-619 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  38. Genetic analysis of the Drosophila ellipsoid body neuropil: Organization and development of the central complex

    Renn, S. C. P., Armstrong, J. D., Yang, M., Wang, Z., An, X., Kaiser, K. & Taghert, P. H., 1999, In : Journal of neurobiology. 41, 2, p. 189-207 19 p.

    Research output: Contribution to journalArticle

  39. Language acquisition: knowledge representation and processing

    Heycock, C. B. (ed.), Shillcock, R. (ed.) & Sorace, A. (ed.), 1999, 1st ed. ed. Amsterdam: North-Holland Publishing Company. 263 p.

    Research output: Book/ReportBook

  40. Modeling Self-Organization in the Visual Cortex

    Miikkulainen, R., Bednar, J., Choe, Y. & Sirosh, J., 1999, Kohonen Maps. Oja, E. & Kaski, S. (eds.). ELSEVIER SCIENCE PUBL B V, p. 243-252

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  41. Neural Network-Based Wind Vector Retrieval from Satellite Scatterometer Data

    Cornford, D., Nabney, I. T. & Bishop, C. M., 1999, In : Neural Computing & Applications. 8, 3, p. 206-217 12 p.

    Research output: Contribution to journalArticle

  42. Neural network training using multi-channel data with aggregate labelling

    Bishop, C. M., Mcgrogan, N. & Tarassenko, L., 1999, Artificial Neural Networks, 1999. ICANN 99. Ninth International Conference on (Conf. Publ. No. 470). IET, p. 862-867 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  43. Probabilistic Principal Component Analysis

    Tipping, M. E. & Bishop, C. M., 1999, In : Journal of the Royal Statistical Society: Series B. 61, 3, p. 611-622 12 p.

    Research output: Contribution to journalArticle

  44. Pulsed Neural Networks

    Maass, W. (ed.) & Bishop, C. M. (ed.), 1999, Cambridge, MA, USA: MIT Press.

    Research output: Book/ReportBook

  45. SDTs: sparse dynamic trees

    Adams, N. J. & Williams, C. K. I., 1999, Artificial Neural Networks, 1999. ICANN 99. Ninth International Conference on (Conf. Publ. No. 470). IET, p. 527-532 vol.2 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  46. The basins of attraction of a new Hopfield learning rule

    Storkey, A. J. & Valabregue, R., 1999, In : Neural Networks. 12, 6, p. 869 - 876 17 p.

    Research output: Contribution to journalArticle

  47. Thermal comfort requirements: A study of people with multiple sclerosis

    Webb, L., Parsons, K. C. & Hodder, S. G., 1999, In : ASHRAE Transactions. 105, p. 648-660 13 p.

    Research output: Contribution to journalArticle

  48. Truncated covariance matrices and Toeplitz methods in Gaussian processes

    Storkey, AJ., 1999, Artificial Neural Networks, 1999. ICANN 99. Ninth International Conference on (Conf. Publ. No. 470) (Volume:1 ) . EDISON: INST ELECTRICAL ENGINEERS INSPEC INC, p. 55-60 6 p. (IEE CONFERENCE PUBLICATIONS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  49. Latent Variable Models

    Bishop, C. M., 1 Jan 1999, Learning in Graphical Models. Jordan, M. I. (ed.). MIT Press, p. 371–403 33 p. (Adaptive Computation and Machine Learning).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  50. Multiple scattering of classical waves: microscopy, mesoscopy, and diffusion

    van Rossum, M. C. W. & Nieuwenhuizen, T. M., 1 Jan 1999, In : Reviews of Modern Physics. 71, 1, p. 313-371 59 p.

    Research output: Contribution to journalArticle

  51. Tree-structured belief networks as models of images

    Feng, X. & Williams, C. K. I., 1 Jan 1999, Artificial Neural Networks, 1999. ICANN 99. Ninth International Conference on (Conf. Publ. No. 470). IET, p. 31-36 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  52. Variational Principal Components

    Bishop, C. M., 1 Jan 1999, Proceedings Ninth International Conference on Artificial Neural Networks, ICANN'99. IEE, p. 509-514 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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