University of Hertfordshire

Dr Neil Davey

Dr Neil Davey

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

Publications

  1. 2018
  2. Model fitting for small skin permeability data sets: hyperparameter optimisation in Gaussian Process Regression

    Ashrafi, P., Sun, Y., Davey, N., Adams, R., Wilkinson, S. C. & Moss, G. P. 14 Feb 2018 In : Journal of Pharmacy and Pharmacology. 70, 3, p. 361-373 13 p.

    Research output: Research - peer-reviewArticle

  3. An Investigation of How Wavelet Transform can Affect the Correlation Performance of Biomedical Signals: The Correlation of EEG and HRV Frequency Bands in the frontal lobe of the brain

    Bhavsar, R., Davey, N., Sun, Y. & Helian, N. 7 Feb 2018 International Conference on Bio-inspired Systems and Signal Processing. 8 p.

    Research output: ResearchConference contribution

  4. 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 Feb 2018 In : Procedia Computer Science. 123, p. 92-97 6 p.

    Research output: Research - peer-reviewArticle

  5. 2017
  6. An automatic taxonomy of galaxy morphology using unsupervised machine learning

    Hocking, A., Geach, J. E., Sun, Y. & Davey, N. 15 Sep 2017 In : Monthly Notices of the Royal Astronomical Society. 473, 1, p. 1108-1129 22 p.

    Research output: Research - peer-reviewArticle

  7. Entry in progress
  8. 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: Research - peer-reviewArticle

  9. 2016
  10. 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: Research - peer-reviewMeeting abstract

  11. 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: Research - peer-reviewMeeting abstract

  12. 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: ResearchConference contribution

  13. 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: Research - peer-reviewArticle

  14. 2015
  15. 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: ResearchConference contribution

  16. 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: ResearchConference contribution

  17. 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. 1 Jun 2015 In : Annals of Neurology. 77, 6, p. 1027-1049

    Research output: Research - peer-reviewArticle

  18. 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: Research - peer-reviewArticle

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

    Wrobel, B., Abdelmotaleb, A., Davey, N. & Steuber, V. 2015 (Accepted/In press) In : BMC Neuroscience. 16

    Research output: Research - peer-reviewMeeting abstract

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

    Wrobel, B., Abdelmotaleb, A., Davey, N. & Steuber, V. 2015 (Accepted/In press) In : BMC Neuroscience. 16

    Research output: Research - peer-reviewMeeting abstract

  21. 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 (Accepted/In press) In : BMC Neuroscience. 16

    Research output: Research - peer-reviewMeeting abstract

  22. 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: Research - peer-reviewMeeting abstract

  23. 2014
  24. 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: Research - peer-reviewMeeting abstract

  25. 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: Research - peer-reviewMeeting abstract

  26. 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: Research - peer-reviewMeeting abstract

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