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Browsing Doctoral Theses by Thesis Supervisor "Wang, Grace"
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Modelling of Spatiotemporal EEG and ERP Brain Data for Dynamic Pattern Recognition and Brain State Prediction using Spiking Neural Networks: Methods and Applications in Psychology
(Auckland University of Technology, 2019)This thesis aimed to improve modelling and understanding of spatiotemporal brain data underpinning human behaviour with the use of a brain-inspired artificial intelligence technique: spiking neural networks (SNN). These ... -
Neuromorphic computational models for machine learning and pattern recognition from multi-modal time-series data
(Auckland University of Technology, 2018)The fields of neuroscience and artificial intelligence have a long and entwined history. In recent times, however, communication and collaboration between the two fields has become a rarity as they have evolved. Written ...