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Browsing by Author "Adams, R."
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The application of Gaussian processes in the prediction of absorption across mammalian skin and synthetic membranes
Sun, Y.; Prapopoulou, M.; Adams, R.; Davey, N.; Moss, G. P.; Brown, Marc (2010-06) -
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, Volker; Adams, R.; Davey, N. (Springer Nature, 2012)In real neuronal networks it is known that neurons are either excitatory or inhibitory. However, it is not known whether all synapses within the subpopulations are plastic. It is interesting to investigate the implications ... -
Estimation of microphysical parameters of atmospheric pollution using machine learning
Llerena, C.; Müller, D.; Adams, R.; Davey, N.; Sun, Y. (Springer Nature, 2018-09-27)The estimation of microphysical parameters of pollution (effective radius and complex refractive index) from optical aerosol parameters entails a complex problem. In previous work based on machine learning techniques, ... -
Evolving dendritic morphology and parameters in biologically realistic model neurons for pattern recognition
De Sousa, G.; Maex, R.; Adams, R.; Davey, N.; Steuber, Volker (Springer Nature, 2012)This paper addresses the problem of how dendritic topology and other properties of a neuron can determine its pattern recognition performance. In this study, dendritic trees were evolved using an evolutionary algorithm, ...