University of Hertfordshire

Dr Neil Davey

Dr Neil Davey

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

Publications

  1. 2015
  2. Using transfer entropy to study synaptic integration in Purkinje cells

    Kidd, K., Bower, J. M., Polani, D., Davey, N. & Steuber, V. 2015 (Accepted/In press) In : BMC Neuroscience. 16

    Research output: Contribution to journalMeeting abstract

  3. 2014
  4. Combining machine learning and simulations of a morphologically realistic model to study modulation of neuronal activity in cerebellar nuclei

    Alva, P., Kroos, L., Eelkman Rooda, O., De Zeeuw, C. I., Adams, R. G., Davey, N., Hoebeek, F. E. & Steuber, V. 21 Jul 2014 In : BMC Neuroscience. 15, Supp 1, P39

    Research output: Contribution to journalMeeting abstract

  5. Determinants of gain modulation enabled by short-term depression at an inhibitory cerebellar synapse

    Bampasakis, D., Maex, R., Davey, N. & Steuber, V. 21 Jul 2014 In : BMC Neuroscience. 15, Supp 1, O11

    Research output: Contribution to journalMeeting abstract

  6. Information theoretical analysis of differences in information transmission in cerebellar Purkinje cells across species

    Kidd, K., Bower, J. M., Polani, D., Davey, N. & Steuber, V. Jul 2014 In : BMC Neuroscience. 15, Supp 1, P40

    Research output: Contribution to journalMeeting abstract

  7. Entry in progress

    Effect of Using Varying Negative Examples in Transcription Factor Binding Site Predictions

    Rezwan, F., Davey, N., Sun, Y. & Adams, R. 2014 (In preparation) In : Applied Soft Computing.

    Research output: Contribution to journalArticle

  8. 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: Chapter in Book/Report/Conference proceedingConference contribution

  9. 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: Chapter in Book/Report/Conference proceedingChapter

  10. 2013
  11. 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: Chapter in Book/Report/Conference proceedingConference contribution

  12. 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: Chapter in Book/Report/Conference proceedingConference contribution

  13. 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: Contribution to journalMeeting abstract

  14. 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: Contribution to journalMeeting abstract

  15. 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: Contribution to journalMeeting abstract

  16. 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: Chapter in Book/Report/Conference proceedingConference contribution

  17. 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: Contribution to journalMeeting abstract

  18. 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: Chapter in Book/Report/Conference proceedingConference contribution

  19. 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: Contribution to journalMeeting abstract

  20. 2012
  21. 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: Contribution to journalArticle

  22. 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: Contribution to journalArticle

  23. 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: Contribution to journalMeeting abstract

  24. 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: Chapter in Book/Report/Conference proceedingConference contribution

  25. 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: Contribution to journalArticle

  26. 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: Chapter in Book/Report/Conference proceedingConference contribution

  27. 2011
  28. 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: Contribution to journalArticle

  29. 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: Contribution to journalArticle