University of Hertfordshire

Dr Neil Davey

Dr Neil Davey

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

Publications

  1. 2018
  2. Spiking neural network controllers evolved for animat foraging based on temporal pattern recognition in the presence of noise on input

    Bensmail, C., Steuber, V., Davey, N. & Wróbel, B. 27 Sep 2018 Artificial Neural Networks and Machine Learning – ICANN 2018 - 27th International Conference on Artificial Neural Networks, 2018, Proceedings. Springer Verlag, p. 304-313 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11139 LNCS)

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

  3. Spiking neural networks evolved to perform multiplicative operations

    Khan, M. A., Steuber, V., Davey, N. & Wróbel, B. 27 Sep 2018 Artificial Neural Networks and Machine Learning – ICANN 2018 - 27th International Conference on Artificial Neural Networks, 2018, Proceedings. Springer Verlag, p. 314-321 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11139 LNCS)

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

  4. 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: Contribution to journalArticle

  5. Evolving Spiking Neural Networks to Control Animats for Temporal Pattern Recognition and Foraging

    Bensmail, C., Steuber, V., Davey, N. & Wrobel, B. 8 Feb 2018 2017 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, p. 1-8

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

  6. 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: Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies. SciTePress, Vol. 3: BIOSIGNALS, p. 139-146 8 p.

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

  7. 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: Contribution to journalArticle

  8. 2017
  9. 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: Contribution to journalArticle

  10. Entry in progress
  11. 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

  12. Modulation of epileptic activity in thalamo‑cortical networks by input from the cerebellar nuclei

    Goncharenko, I., Kros, L., Davey, N., Metzner, C., De Zeeuw, C. I., Hoebeek, F. E. & Steuber, V. 2017 In : BMC Neuroscience. 18, 1, p. P255

    Research output: Contribution to journalMeeting abstract

  13. The dependence of arithmetic operations on input location in cerebellar nucleus and cortical pyramidal neurons

    Psarrou, M., Schilstra, M., Davey, N., Torben-Nielsen, B., Schmuker, M. & Steuber, V. 2017 In : BMC Neuroscience. 18, 1, p. P257

    Research output: Contribution to journalMeeting abstract

  14. 2016
  15. 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

  16. 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

  17. 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

  18. 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

  19. 2015
  20. Evolving small spiking neural networks to work as state machines for temporal pattern recognition

    Wrobel, B., Abdelmotaleb, A., Davey, N. & Steuber, V. 18 Dec 2015 In : BMC Neuroscience. 16

    Research output: Contribution to journalMeeting abstract

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

    Kidd, K., Bower, J. M., Polani, D., Davey, N. & Steuber, V. 18 Dec 2015 In : BMC Neuroscience. 16

    Research output: Contribution to journalMeeting abstract

  22. 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. 4 Dec 2015 In : BMC Neuroscience. 16

    Research output: Contribution to journalMeeting abstract

  23. 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

  24. 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

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