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Browsing University of Hertfordshire by Author "de Sousa, Giseli"
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Optimization of Neuronal Morphologies for Pattern Recognition
de Sousa, Giseli (2012-05-29)This thesis addresses the problem of how the dendritic structure and other morphological properties of the neuron can determine its pattern recognition performance. The techniques used in this work for generating dendritic ... -
Using Machine Learning Techniques to Recover Prismatic Cirrus Ice Crystal Size from 2-Dimensional Light Scattering Patterns
Priori,, Daniel; de Sousa, Giseli; Roisenberg, Mauro; Stopford, Chris; Hesse, Evelyn; Davey, Neil; Sun, Yi (2016-08-13)In this paper, we present a prediction model developed to identify particles size of ice crystals in clouds. The proposed model combines a Feed Forward Multi-Layer Perceptron neural network withBayesian regularization ...