University of Hertfordshire Research Archive

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        Davey, N. (185)
        Adams, R.G. (93)Steuber, Volker (40)Frank, R. (33)Calcraft, L. (23)Sun, Yi (19)Sun, Yi. (18)Adams, Roderick (16)Hunt, S. (16)Maex, Reinoud (15)... View MoreDate Issued2010 - 2018 (49)2000 - 2009 (116)1993 - 1999 (20)SchoolSchool of Life and Medical Sciences (2)School of Physics, Engineering & Computer Science (6)||| (10)

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        Estimation of microphysical parameters of atmospheric pollution using machine learning 

        Llerena, C.; Müller, D.; Adams, R.; Davey, N.; Sun, Y. (Springer Verlag, 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, ...

        Using transfer entropy to study synaptic integration in Purkinje cells 

        Kidd, Kirsty; Bower, James M.; Polani, D.; Davey, N.; Steuber, Volker (2015-12-18)

        Evolving small spiking neural networks to work as state machines for temporal pattern recognition 

        Wrobel, Borys; Abdelmotaleb, Ahmed; Davey, N.; Steuber, Volker (2015-12-18)

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

        Sinha, Ankur; Davey, N.; Adams, Roderick; Steuber, Volker (2015-12-18)

        Optimization of input parameters to a CN neuron model to simulate its activity during and between epileptic absence seizures 

        Alva, Parimala; Kros, Lieke; Eelkman Rooda, Oscar; De Zeeuw, C.I.; Adams, Roderick; Davey, N.; Hoebeek, F.E.; Steuber, Volker (2015-12-04)

        The Potential for Using Artificial Intelligence Techniques to Improve e-Learning Systems 

        Wakelam, Edward; Jefferies, Amanda; Davey, N.; Sun, Yi (2015-10)
        There has been significant progress in the development of techniques to deliver more effective e-Learning systems in both education and commerce but our research has identified very few examples of comprehensive learning ...

        Cerebellar output controls generalized spike-and-wave discharge occurence 

        Kros, Lieke; Eelkman Rooda, Oscar; Spanke, Jochen; Alva, Parimala; van Dongen, Marijn; Karapatis, Athanasios; Tolner, Else; Strydis, Christos; Davey, N.; Winkelman, Beerend; Negrello, Mario; Serdijn, Wouter; Steuber, Volker; van den Maagdenberg, Arn; De Zeeuw, Chris I.; Hoebeek, Freek E. (2015-06-01)
        Disrupting thalamocortical activity patterns has proven to be a promising approach to stop generalized spike-and-wave discharges (GSWDs) characteristic of absence seizures. Here, we investigated to what extent modulation ...

        Dendritic Morphology Predicts Pattern Recognition Performance in Multi-compartmental Model Neurons with and without Active Conductances 

        De Sousa, Giseli; Maex, Reinoud; Adams, R.G.; Davey, N.; Steuber, Volker (2015-04-01)
        In this paper we examine how a neuron’s dendritic morphology can affect its pattern recognition performance. We use two different algorithms to systematically explore the space of dendritic morphologies: an algorithm that ...

        The application of machine learning to the modelling of percutaneous absorption: An overview and guide 

        Ashrafi, P.; Moss, G. P.; Wilkinson, S. C.; Davey, N.; Sun, Yi (2015-03-18)
        Machine learning (ML) methods have been applied to the analysis of a range of biological systems. This paper reviews the application of these methods to the problem domain of skin permeability and addresses critically some ...

        Combining machine learning and simulations of a morphologically realistic model to study modulation of neuronal activity in cerebellar nuclei 

        Alva, Parimala; Kroos, Lieke; Eelkman Rooda, Oscar; De Zeeuw, Chris I.; Adams, R.G.; Davey, N.; Hoebeek, Freek E.; Steuber, Volker (2014-07-21)
        Epileptic absence seizures are characterized by synchronized oscillatory activity in the cerebral cortex that can be recorded as so-called spike-and-wave discharges (SWDs) by electroencephalogram. Although the cerebral ...
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