University of Hertfordshire

Dr Neil Davey

Dr Neil Davey

Postal address:
University of Hertfordshire, Hatfield, Hertfordshire
United Kingdom

Publications

  1. 2014
  2. Evolving spiking neural networks for temporal pattern recognition in the presence of noise

    Abdelmotaleb, A., Davey, N., Schilstra, M., Steuber, V. & Wrobel, B. 2014 Artificial Life 2014: Procs of the Fourteenth International Conference on the Synthesis and Simulation of Living Systems. Sayama, H. (ed.). MIT Press, p. 965-972

    Research output: ResearchConference contribution

  3. Synaptic plasticity and pattern recognition in cerebellar Purkinje cells

    De Sousa, G., Maex, R., Adams, R., Davey, N. & Steuber, V. 2014 The Computing Dendrite. Torben-Nielsen, B., Remme, M. & Cuntz, H. (eds.). Springer, p. 433-448 (Springer Series in Computational Neuroscience; vol. 11)

    Research output: ResearchChapter

  4. 2013
  5. Recognizing facial expressions: Computational models and humans

    Shenoy, A., Davey, N. & Frank, R. 31 Dec 2013 2013 13th UK Workshop on Computational Intelligence, UKCI 2013. IEEE, p. 191-198 8 p. 6651305

    Research output: ResearchConference contribution

  6. Biologically plausible computational models for facial expression recognition

    Shenoy, A., Davey, N. & Frank, R. 1 Dec 2013 2013 5th Computer Science and Electronic Engineering Conference, CEEC 2013 - Conference Proceedings. p. 39-44 6 p. 6659442

    Research output: ResearchConference contribution

  7. Short-term depression of inhibitory Purkinje cell synapses enhances gain modulation in the cerebellar nuclei

    Bampasakis, D., Maex, R., Davey, N. & Steuber, V. Jul 2013 In : BMC Neuroscience. 14, Supp 1, 2 p., P374

    Research output: Research - peer-reviewMeeting abstract

  8. A potential role for the cerebellar nuclei in absence seizures

    Alva, P., Kroos, L., Maex, R., De Zeeuw, C. I., Adams, R. G., Davey, N., Steuber, V. & Hoebeek, F. E. 2013 In : BMC Neuroscience. 14, Supp 1, 2 p., P170

    Research output: ResearchMeeting abstract

  9. Characterising the performance of balanced memory networks

    Metaxas, A., Maex, R., Adams, R. G., Steuber, V. & Davey, N. 2013 In : BMC Neuroscience. 14, Supp 1, 1 p., P88

    Research output: ResearchMeeting abstract

  10. Evolution of Dendritic Morphologies Using Deterministic and Nondeterministic Genotype to Phenotype Mapping

    Alva, P., De Sousa, G., Torben-Nielsen, B., Maex, R., Adams, R., Davey, N. & Steuber, V. 2013 Artificial Neural Networks and Machine Learning: ICANN 2013. Springer, p. 319-326 (Lecture Notes in Computer Science; vol. 8131)

    Research output: ResearchConference contribution

  11. From evolving artificial gene regulatory networks to evolving spiking neural networks for pattern recognition

    Abdelmotaleb, A., Schilstra, M., Davey, N., Steuber, V. & Wrobel, B. 2013 In : BMC Neuroscience. 14, Supp 1, 1 p., P423

    Research output: ResearchMeeting abstract

  12. Linear Support Vector Machines for Error Correction in Optical Data Transmission

    Metaxas, A., Redyuk, A., Sun, Y., Shafarenko, A., Davey, N. & Adams, R. 2013 ICANNGA 2013, Procs 11th Int Conf. Springer, p. 438-445 (Lecture Notes in Computer Science; vol. 7824)

    Research output: ResearchConference contribution

  13. The implications of evolutionary changes in the dendritic morphology of cerebellar Purkinje cells for information processing

    Kidd, K., Cornelis, H., Bower, J. M., Polani, D., Davey, N. & Steuber, V. 2013 In : BMC Neuroscience. 14, Supp 1, 1 p., P373

    Research output: ResearchMeeting abstract

  14. 2012
  15. An evaluation of the potential of linear and nonlinear skin permeation models for the prediction of experimentally measured percutaneous drug absorption

    Brown, M., Lau, C-H., Lim, S. T., Sun, Y., Davey, N., Moss, G. P., Yoo, S-H. & De Muynck, C. Apr 2012 In : Journal of Pharmacy and Pharmacology. 64, 4, p. 566-577 12 p.

    Research output: Research - peer-reviewArticle

  16. The application of discriminant analysis and Machine Learning methods as tools to identify and classify compounds with potential as transdermal enhancers

    Moss, G., Shah, A. J., Adams, R. G., Davey, N., Sun, Y., Wilkinson, S. C. & Pugh, W. J. 23 Jan 2012 In : European Journal of Pharmaceutical Sciences. 45, 1-2, p. 116-127 12 p.

    Research output: Research - peer-reviewArticle

  17. Determinants of associative memory performance in spiking and non-spiking neural networks with different synaptic plasticity regimes

    Metaxas, A., Maex, R., Adams, R. G., Steuber, V. & Davey, N. 2012 In : BMC Neuroscience. 13, Supp 1, 1 p., P156

    Research output: Research - peer-reviewMeeting abstract

  18. Evolving dendritic morphology and parameters in biologically realistic model neurons for pattern recognition

    De Sousa, G., Maex, R., Adams, R., Davey, N. & Steuber, V. 2012 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, Vol. 7552 LNCS, p. 355-362 8 p.

    Research output: ResearchConference contribution

  19. Reflections on the NASA MDP data sets

    Gray, D., Sun, Y., Davey, N., Christianson, B. & Bowes, D. 2012 In : IET Software. 6, 6, p. 549-558 10 p.

    Research output: Research - peer-reviewArticle

  20. The effect of different types of synaptic plasticity on the performance of associative memory networks with excitatory and inhibitory sub-populations

    Metaxas, A., Maex, R., Steuber, V., Adams, R. & Davey, N. 2012 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, Vol. 7223 LNCS, p. 136-142 7 p.

    Research output: ResearchConference contribution

  21. 2011
  22. The application and limitations of mathematical modelling in the prediction of permeability across mammalian skin and polydimethylsiloxane membranes

    Moss, G., Sun, Y., Wilkinson, S. C., Davey, N., Adams, R., Martin, G. P., Prapopopolou, M. & Brown, M. Nov 2011 In : Journal of Pharmacy and Pharmacology. 63, 11, p. 1411-1427 17 p.

    Research output: Research - peer-reviewArticle

  23. The application of stochastic machine learning methods in the prediction of skin penetration

    Sun, Y., Brown, M., Prapopoulou, M., Davey, N., Adams, R. G. & Moss, G. P. Mar 2011 In : Applied Soft Computing. 11, 2, p. 2367-2375 9 p.

    Research output: Research - peer-reviewArticle

  24. Categorizing facial expressions: a comparison of computational models

    Shenoy, A., Anthony, S., Frank, R. & Davey, N. 2011 In : Neural Computing and Applications. 20, 6, p. 815-823

    Research output: Research - peer-reviewArticle

  25. Clustering predicts memory performance in networks of spiking and non-spiking neurons

    Chen, W., Maex, R., Adams, R. G., Steuber, V., Calcraft, L. & Davey, N. 2011 In : Frontiers in Computational Neuroscience. 5, 14

    Research output: Research - peer-reviewArticle

  26. Effect of using varying negative examples in transcription factor binding site predictions

    Rezwan, F., Sun, Y., Davey, N., Adams, R., Rust, A. G. & Robinson, M. 2011 In : Lecture Notes in Computer Science. 6623, p. 1-12

    Research output: Research - peer-reviewArticle

  27. Further thoughts on precision

    Gray, D., Bowes, D., Davey, N., Sun, Y. & Christianson, B. 2011 In : IET Seminar Digest. 1, p. 129-133

    Research output: Research - peer-reviewArticle