University of Hertfordshire

Professor Roderick Adams

Professor

Professor Roderick Adams

Professor

Postal address:
School of Computer Science
University of Hertfordshire
Al10 9AB
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: Contribution to journalArticle

  3. 2017
  4. 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

  5. 2016
  6. 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

  7. 2015
  8. 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

  9. 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: Contribution to journalMeeting abstract

  10. Structural plasticity and associative memory in balanced neural networks with spike-time dependent inhibitory plasticity

    Sinha, A., Davey, N., Adams, R. & Steuber, V. 2015 (Accepted/In press) In : BMC Neuroscience. 16

    Research output: Contribution to journalMeeting abstract

  11. 2014
  12. 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

  13. 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

  14. 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

  15. 2013
  16. 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

  17. 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

  18. 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

  19. 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

  20. 2012
  21. 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

  22. 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

  23. 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

  24. 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

  25. 2011
  26. 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

  27. 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

  28. 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: Contribution to journalArticle

  29. 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: Contribution to journalArticle

  30. STD-dependent and independent encoding of input irregularity as spike rate in a computational model of a cerebellar nucleus neuron

    Luthman, J., Hoebeek, F. E., Maex, R., Davey, N., Adams, R., De Zeeuw, C. I. & Steuber, V. 2011 In : Cerebellum. 10, 4, p. 667-682

    Research output: Contribution to journalArticle

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