Bayesian modelling and analysis of spatio-temporal neuronal networks

Spatio-temporal Modelling and Analysis of Epileptiform Eeg

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Spatio-temporal motifs 'remembered' in neuronal networks following profound hypothermia

Surgical procedures using hypothermic temperatures have been linked to complications such as seizures, impaired mental development and impaired memory. Although there is some evidence that the profound hypothermia (<12 ( composite function)C) used in these procedures may be contributing to these neurological impairments, skepticism remains because of lack of evidence from experimental studies i...

On Bayesian spatio-temporal modeling

Modelling spatio-temporal environmental data

A conceptual model for environmental data is presented with special emphasis on the ability to store spatio-temporal references of the data. Other aspects of the model are the ability to handle hierarchical data and semantics of the measurements. Introduction How people perceive things and their relationships is not only the basis of forming theories but also for collection and storage of infor...

Spatio - Temporal Probabilistic Environmental Modelling

Water/air/soil pollution, changes in structure and function of ecosystems, soils, hydrology,..., deforestation, global warming, and others are some of the main environmental problems that mankind is facing now. These processes can be modelled on different scales and with different complexity. Sometimes, generic/empirical approaches are used but unfortunately, these do not account for uncertaint...