Browsing Open Theses & Dissertations by Thesis Supervisor "Wang, Grace"
Now showing items 1-4 of 4
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A brain-computer interface based on a spiking neural network architecture – NeuCube and neuro-feedback
(Auckland University of Technology, 2015)In an average human brain, there are about 100 billion neurons connected by synapses that transmits electro-chemical signals to the different parts of the body. Brain Computer Interfacing (BCI) can be used to study and ... -
An investigation of the effect of mindfulness training on immunological biomarkers and memory recall
(Auckland University of Technology, 2019)Background: Pro-inflammatory cytokines have been implicated in the pathophysiology and maintenance of numerous diseases and disorders. Recently, the link between proinflammatory cytokines and cognition has also been found. ... -
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 ...