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Maryam Gholami Doborjeh

Auckland University of Technology

30

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609

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Personalised predictive modelling with brain-inspired spiking neural networks of longitudinal MRI neuroimaging data and the case study of dementia.

2021 Neural Networks
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Personalised Spiking Neural Network Models of Clinical and Environmental Factors to Predict Stroke

2021 Cognitive Computation
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Prediction of Acoustic Residual Inhibition of Tinnitus using a Brain-Inspired Spiking Neural Network Model

2021 Brain Sciences
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Emotion Recognition and Understanding Using EEG Data in A Brain-Inspired Spiking Neural Network Architecture

2021 IJCNN | International Joint Conference on Neural Network
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Interpretability of Spatiotemporal Dynamics of the Brain Processes Followed by Mindfulness Intervention in a Brain-Inspired Spiking Neural Network Architecture

2020 Sensors
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Sleep Stage Classification using NeuCube on SpiNNaker: a Preliminary Study

2020
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Spiking Neural Network Modelling Approach Reveals How Mindfulness Training Rewires the Brain

2019 Scientific Reports
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Personalised modelling with spiking neural networks integrating temporal and static information

2019 Neural Networks
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Deep Learning of EEG Data in the NeuCube Brain-Inspired Spiking Neural Network Architecture for a Better Understanding of Depression

2019 ICONIP | International Conference on Neural Information Processing
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Evolving, dynamic clustering of spatio/spectro-temporal data in 3D spiking neural network models and a case study on EEG data

2018 Evolving Systems
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