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Browsing University of Hertfordshire by Author "Maex, R."
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Clustering predicts memory performance in networks of spiking and non-spiking neurons
Chen, W.; Maex, R.; Adams, R.G.; Steuber, Volker; Calcraft, L.; Davey, N. (2011)The problem we address in this paper is that of finding effective and parsimonious patterns of connectivity in sparse associative memories. This problem must be addressed in real neuronal systems, so that results in ... -
Connection Strategies in Associative Memory Models
Chen, W.; Maex, R.; Adams, R.G.; Calcraft, L.; Steuber, Volker; Davey, N. (2009)The problem we address in this paper is that of finding effective and parsimonious patterns of connectivity in sparse associative memories. This problem must be addressed in real neuronal systems, so results in artificial ... -
Current source density correlates of cerebellar Golgi and Purkinje cell responses to tactile input
Tahon, K.; Wijnants, M.; De Schutter, E.; Maex, R. (2011)Tahon K, Wijnants M, De Schutter E, Maex R. Current source density correlates of cerebellar Golgi and Purkinje cell responses to tactile input. J Neurophysiol 105: 1327-1341, 2011. First published January 12, 2011; ... -
The Effect of Different Forms of Synaptic Plasticity on Pattern Recognition in the Cerebellar Cortex
de Sousa, G.; Adams, R.G.; Davey, N.; Maex, R.; Steuber, Volker (2009)Many cerebellar learning theories assume that long-term depression (LTD) of synapses between parallel fibres (PFs) and Purkinje cells (PCs) provides the basis for pattern recognition in the cerebellum. Previous work has ... -
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 ... -
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, ... -
The first second : Models of short-term memory traces in the brain
Maex, R.; Steuber, Volker (2009)Many network models in computational neuroscience rise to the challenge of explaining behavioural phenomena ranging from microseconds to tens of seconds using components operating mostly on a time-scale of milliseconds. ...