Journal Papers
- D. G. Bonfield, Y. Sun, N. Davey, M. J. Jarvis, F. B. Abdalla, M. Banerji, R. G. Adams
Photometric redshift estimation using Gaussian processes
Monthly Notices of the Royal Astronomical Society Main Journal
Full paper
- Lun Tak Lam, Yi Sun, Neil Davey, Rod Adams, Maria Prapopoulou, Marc B. Brown, Gary P. Moss
The Application of Feature Selection to the Development of Gaussian Process Models for Percutaneous Absorption
Journal of Pharmacy and Pharmacology
- Aruna Shenoy, Sue Anthony, Ray Frank, Neil Davey
Categorizing Facial Expressions: A Comparison of computational models
Neural Computing and Applications
Full paper
- Volker Steuber, Nathan Schultheiss, R Angus Silver, Erik De Schutter and Dieter Jaeger
The control of rebound spiking by voltage-gated currents and synaptic input in a detailed compartmental model of deep cerebellar nucleus neurons
Journal of Computational Neuroscience, epub ahead of print
Full paper
- Y. Sun, M.B. Brown, M. Prapopoulou, N. Davey, R.G. Adams, G.P. Moss
The Application of Stochastic Machine Learning Methods in the Prediction of Skin Penetration
Applied Soft Computing, In Press
Full paper
- Schilstra, MJ, and Nehaniv, CL
Stochastic model of template-directed elongation processes in biology
Biosystems, 102, 55-60, 2010
Full paper
Book Chapters
- Padraig Gleeson, R. Angus Silver and Volker Steuber
Computer Simulation Environments
Hippocampal Microcircuits: A Computational Modeller\'s Resource Book, V. Cutsuridis, B. Graham, S. Cobb, I. Vida, Springer, 593-606
Full paper
- Knabe, JF, Wegner, K, Nehaniv, CL, and Schilstra, MJ
Genetic Algorithms and their Application to in-silico Evolution of Genetic Regulatory Networks
Computational Biology (Series: Methods in Molecular Biology, Vol 673 ), David Fenyo Ed., pp 297-321
[ISBN 978-1-60761-841]
Full paper
Conference Papers
- Yi Sun, Gary P. Moss, Maria Prapopoulou, Rod Adams, Marc B. Brown and Neil Davey
The Application of Gaussian Processes in the Prediction of Percutaneous Absorption for Mammalian and synthetic Membranes
Proceedings of ESANN, European Symposium on Artificial Neural Networks, 2010
Full paper
- David Gray, David Bowes, Neil Davey, Yi Sun and Bruce Christianson
Software Defect Prediction Using Static Code Metrics Underestimates Defect Proneness
Proceedings of IJCNN, Barcelona 2010
Full paper
- Yi Sun, Lun Tak Lam, Gary Moss, Maria Prapoulou, Rod Adams, Neil Davey, David Gray and Mark Brown
Predicting Drug Absorption Rates Through Human Skin
Proceedings of WCCI, Barcelona 2010
Full paper
- Stephen Hunt, Yi Sun, Alex Shafarenko, Rod Adams, Neil Davey, Brendan Slater, Ranjeet Bhamber, Sonia Boscolo and Sergei Turitsyn
Correcting Errors in Optical Data Transmission using Neural Networks
Proceedings of ICANN, Thessalonica 2010
Full paper
- Giseli de Sousa, Reinoud Maex, Rod Adams, Neil Davey, and Volker Steuber
Optimization of Neuronal Morphologies for Pattern Recognition
BMC Neuroscience 11, P80
- Karen Safaryan, Reinoud Maex, Rod Adams, Neil Davey, and Volker Steuber
The Effect of Non-Specific LTD on Pattern Recognition in Cerebellar Purkinje Cells
BMC Neuroscience 11, P92
- Nicolas Oros, Volker Steuber, Neil Davey, Lola Cañamero and Rod Adams
Evolution of Bistability in Agents Performing Olfactory Attraction and Aversion
BMC Neuroscience 11, P118
- Faisal Rezwan, Yi Sun, Neil Davey, Rod Adams, Alistair Rust, Mark Robinson
Using Randomised Vectors in Transcription Factor Binding Site Predictions
Proceedings of ICMLA, ICMLA 2010
Full paper