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Optimization of neuronal morphologies for pattern recognition
(2010)
Poster presented at CNS 2010
Predicting drug absorption rates through human skin
(Institute of Electrical and Electronics Engineers (IEEE), 2010)
Predicting the rate at which a substance will pass through human skin and into the bloodstream is a problem of current interest. We use Gaussian Process modeling to train a set of predictors using every combination of six ...
The effect of non-specific LTD on pattern recognition in cerebellar Purkinje cells
(2010)
Poster presented at CNS 2010
Photometric redshift estimation using Gaussian processes
(2010)
We present a comparison between Gaussian processes (GPs) and artificial neural networks (ANNs) as methods for determining photometric redshifts for galaxies, given training-set data. In particular, we compare their degradation ...
Using randomised vectors in transcription factor binding site predictions
(Institute of Electrical and Electronics Engineers (IEEE), 2010)
Finding the location of binding sites in DNA is a difficult problem. Although the location of some binding sites have been experimentally identified, other parts of the genome may or may not contain binding sites. This ...
Evolution of bistable dynamics in spiking neural controllers for agents performing olfactory attraction and aversion
(2010)
Poster presented at CNS 2010
Correcting Errors in Optical Data Transmission Using Neural Networks
(2010)
Optical data communication systems are prone to a variety of processes that modify the transmitted signal, and contribute errors in the determination of 1s from 0s. This is a difficult, and commercially important, problem ...