University of Hertfordshire

Dr Neil Davey

Dr Neil Davey

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

Publications

  1. 2017
  2. The Correlation between EEG Signals as Measured in Different Positions on Scalp Varying with Distance

    Bhavsar, R., Sun, Y., Helian, N., Davey, N., Mayor, D. & Steffert, T. 3 Aug 2017

    Research output: Contribution to conferencePaper

  3. Nonspecific synaptic plasticity improves the recognition of sparse patterns degraded by local noise

    Safaryan, K., Maex, R., Davey, N., Adams, R. & Steuber, V. 20 Apr 2017 In : Scientific Reports. 7, 14 p., 46550

    Research output: Contribution to journalArticle

  4. 2016
  5. Input-location dependent gain modulation in cerebellar nucleus neurons

    Psarrou, M., Schilstra, M., Davey, N., Torben-Nielsen, B. & Steuber, V. 18 Aug 2016 In : BMC Neuroscience. 17, Supplement 1, 7

    Research output: Contribution to journalMeeting abstract

  6. The role of cerebellar short-term synaptic plasticity in the pathology and medication of downbeat nystagmus

    Goncharenko, J., Davey, N., Schilstra, M. & Steuber, V. 18 Aug 2016 In : BMC Neuroscience. 17, p. P51

    Research output: Contribution to journalMeeting abstract

  7. Using Machine Learning Techniques to Recover Prismatic Cirrus Ice Crystal Size from 2-Dimensional Light Scattering Patterns

    Priori, D., de Sousa, G., Roisenberg, M., Stopford, C., Hesse, E., Davey, N. & Sun, Y. 13 Aug 2016 Artificial Neural Networks and Machine Learning – ICANN 2016: 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part II. E. P. Villa, A., Masulli, P. & Pons Rivero, A. J. (eds.). Springer International Publishing AG, Vol. 9887, p. 372-379 8 p. (Lectures Notes in Computer Sciences; vol. 9887)

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

  8. The Mining and Analysis of Data with Mixed Attribute Types

    Wakelam, E., Davey, N., Sun, Y., Jefferies, A., Alva, P. & Hocking, A. 22 May 2016 Proceedings: IMMM 2016: Sixth International Conference on Advances in Information Mining and Management. 6 ed. Valencia: IARIA, p. 32-37 6 p. 7

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

  9. Support vector regression to estimate the permeability enhancement of potential transdermal enhancers

    Shah, A., Sun, Y., Adams, R., Davey, N., Wilkinson, S. C. & Moss, G. P. J. 16 Feb 2016 In : Journal of Pharmacy and Pharmacology. 68, 2, p. 170-184 15 p.

    Research output: Contribution to journalArticle

  10. 2015
  11. The importance of hyperparameters selection within small datasets

    Ashrafi, P., Sun, Y., Davey, N., Adams, R., Brown, M., Prapopoulou, M. & Moss, G. 1 Oct 2015 2015 International Joint Conference on Neural Networks (IJCNN). IEEE

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

  12. The Potential for Using Artificial Intelligence Techniques to Improve e-Learning Systems

    Wakelam, E., Jefferies, A., Davey, N. & Sun, Y. Oct 2015 ECEL 2015 Conference proceedings. 10 p.

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

  13. Cerebellar output controls generalized spike-and-wave discharge occurence

    Kros, L., Eelkman Rooda, O., Spanke, J., Alva, P., van Dongen, M., Karapatis, A., Tolner, E., Strydis, C., Davey, N., Winkelman, B., Negrello, M., Serdijn, W., Steuber, V., van den Maagdenberg, A., De Zeeuw, C. I. & Hoebeek, F. E. Jun 2015 In : Annals of Neurology. 77, 6, p. 1027-1049

    Research output: Contribution to journalArticle

  14. The application of machine learning to the modelling of percutaneous absorption: An overview and guide

    Ashrafi, P., Moss, G. P., Wilkinson, S. C., Davey, N. & Sun, Y. 18 Mar 2015 In : SAR and QSAR in Environmental Research. 26, 3, p. 181-204 24 p.

    Research output: Contribution to journalArticle

  15. Animat control by spiking neural networks evolved with a genetic algorithm

    Wrobel, B., Abdelmotaleb, A., Davey, N. & Steuber, V. 2015 In : BMC Neuroscience. 16

    Research output: Contribution to journalMeeting abstract

  16. Evolving small spiking neural networks to work as state machines for temporal pattern recognition

    Wrobel, B., Abdelmotaleb, A., Davey, N. & Steuber, V. 2015 In : BMC Neuroscience. 16

    Research output: Contribution to journalMeeting abstract

  17. Optimization of input parameters to a CN neuron model to simulate its activity during and between epileptic absence seizures

    Alva, P., Kros, L., Eelkman Rooda, O., De Zeeuw, C. I., Adams, R., Davey, N., Hoebeek, F. E. & Steuber, V. 2015 In : BMC Neuroscience. 16

    Research output: Contribution to journalMeeting abstract

  18. Using transfer entropy to study synaptic integration in Purkinje cells

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

    Research output: Contribution to journalMeeting abstract

  19. 2014
  20. 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

  21. 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

  22. 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

  23. Entry in progress
  24. 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

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