Fly Brain Analysis

Methods for analyzing neuroimaging data of Drosophila Melanogaster comprising statistical, machine learning and graph theoretical techniques, adapted from similar techniques for analyzing fMRI data

Emergent Property Inference

Presentation of the novel technique of emergent property inference (EPI) that integrates computational neuroscience with variational probabilistic inference

Biological Constraints on Neural Network Models of Cognitive Function

Presentation of cognitive neural models modelling neurocognitive mechanisms and constraints that may help to make neural networks more neural and vice versa, along with recent attempts and simulations