Efficient Recognition of Attentional Bias Using EEG Data and the NeuCube Evolving Spatio-Temporal Data Machine. - Zohreh Gholami Doborjeh; Maryam Gholami Doborjeh; Nikola K. Kasabov (ICONIP (4), 2016)

Analysis of Similarity and Differences in Brain Activities Between Perception and Production of Facial Expressions Using EEG Data and the NeuCube Spiking Neural Network Architecture. - Hideaki Kawano; Akinori Seo; Zohreh Gholami Doborjeh; Nikola K. Kasabov; Maryam Gholami Doborjeh (ICONIP (4), 2016)

Longitudinal study of alzheimer's disease degeneration through EEG data analysis with a NeuCube spiking neural network model. - Elisa Capecci; Zohreh Gholami Doborjeh; Nadia Mammone; Fabio La Foresta; Francesco Carlo Morabito; Nikola K. Kasabov (IJCNN, 2016)

EEG Comparison Between Normal and Developmental Disorder in Perception and Imitation of Facial Expressions with the NeuCube. - Yuma Omori; Hideaki Kawano; Akinori Seo; Zohreh Gholami Doborjeh; Nikola K. Kasabov; Maryam Gholami Doborjeh (ICONIP (4), 2017)

New Algorithms for Encoding, Learning and Classification of fMRI Data in a Spiking Neural Network Architecture: A Case on Modeling and Understanding of Dynamic Cognitive Processes. - Nikola K. Kasabov; Lei Zhou 003; Maryam Gholami Doborjeh; Zohreh Gholami Doborjeh; Jie Yang 002 (IEEE Trans. Cogn. Dev. Syst., 2017)

Mapping, Learning, Visualization, Classification, and Understanding of fMRI Data in the NeuCube Evolving Spatiotemporal Data Machine of Spiking Neural Networks. - Nikola K. Kasabov; Maryam Gholami Doborjeh; Zohreh Gholami Doborjeh (IEEE Trans. Neural Networks Learn. Syst., 2017)

EEG Pattern Recognition using Brain-Inspired Spiking Neural Networks for Modelling Human Decision Processes. - Zohreh Gholami Doborjeh; Maryam Gholami Doborjeh; Nikola K. Kasabov (IJCNN, 2018)

Attentional Bias Pattern Recognition in Spiking Neural Networks from Spatio-Temporal EEG Data. - Zohreh Gholami Doborjeh; Maryam Gholami Doborjeh; Nikola K. Kasabov (Cogn. Comput., 2018)

Evolving, dynamic clustering of spatio/spectro-temporal data in 3D spiking neural network models and a case study on EEG data. - Maryam Gholami Doborjeh; Nikola K. Kasabov; Zohreh Gholami Doborjeh (Evol. Syst., 2018)

Deep Learning of EEG Data in the NeuCube Brain-Inspired Spiking Neural Network Architecture for a Better Understanding of Depression. - Dhvani Shah; Grace Y. Wang; Maryam Doborjeh; Zohreh Gholami Doborjeh; Nikola K. Kasabov (ICONIP (3), 2019)

Personalised modelling with spiking neural networks integrating temporal and static information. - Maryam Doborjeh; Nikola K. Kasabov; Zohreh Gholami Doborjeh; Reza Enayatollahi; Enmei Tu; Amir H. Gandomi (Neural Networks, 2019)

Sleep Stage Classification using NeuCube on SpiNNaker: a Preliminary Study. - Sugam Budhraja; Basabdatta Sen Bhattacharya; Simon Durrant; Zohreh Gholami Doborjeh; Maryam Gholami Doborjeh; Nikola K. Kasabov (IJCNN, 2020)

Interpretability of Spatiotemporal Dynamics of the Brain Processes Followed by Mindfulness Intervention in a Brain-Inspired Spiking Neural Network Architecture. - Zohreh Gholami Doborjeh; Maryam Doborjeh; Mark Crook-Rumsey; Tamasin Taylor; Grace Y. Wang; David Moreau; Christian U. Krägeloh; Wendy Wrapson; Richard J. Siegert; Nikola K. Kasabov; Grant Searchfield; Alexander Sumich (Sensors, 2020)

Emotion Recognition and Understanding Using EEG Data in A Brain-Inspired Spiking Neural Network Architecture. - Wael Alzhrani; Maryam Doborjeh; Zohreh Gholami Doborjeh; Nikola K. Kasabov (IJCNN, 2021)

A State-of-Art Review of Digital Technologies for the Next Generation of Tinnitus Therapeutics. - Grant D. Searchfield; Philip J. Sanders; Zohreh Gholami Doborjeh; Maryam Doborjeh; Roger Boldu; Kevin Sun 004; Amit Barde (Frontiers Digit. Health, 2021)

Personalised predictive modelling with brain-inspired spiking neural networks of longitudinal MRI neuroimaging data and the case study of dementia. - Maryam Doborjeh; Zohreh Gholami Doborjeh; Alexander Merkin; Helena Bahrami; Alexander Sumich; Rita Krishnamurthi; Oleg N. Medvedev; Mark Crook-Rumsey; Catherine Morgan; Ian J. Kirk; Perminder S. Sachdev; Henry Brodaty; et al. (Neural Networks, 2021)

Deep Learning of Explainable EEG Patterns as Dynamic Spatiotemporal Clusters and Rules in a Brain-Inspired Spiking Neural Network. - Maryam Doborjeh; Zohreh Gholami Doborjeh; Nikola K. Kasabov; Molood Barati; Grace Y. Wang (Sensors, 2021)

Personalized Spiking Neural Network Models of Clinical and Environmental Factors to Predict Stroke. - Maryam Doborjeh; Zohreh Gholami Doborjeh; Alexander Merkin; Rita Krishnamurthi; Reza Enayatollahi; Valery Feigin; Nikola K. Kasabov (Cogn. Comput., 2022)

Mosaic LSM: A Liquid State Machine Approach for Multimodal Longitudinal Data Analysis. - Sugam Budhraja; Balkaran Singh; Maryam Doborjeh; Zohreh Gholami Doborjeh; Samuel Tan; Edmund M.-K. Lai; Wilson Wen Bin Goh; Nikola K. Kasabov (IJCNN, 2023)

Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment. - Mark Crook-Rumsey; Christina J. Howard; Zohreh Gholami Doborjeh; Maryam Doborjeh; Josafath Israel Espinosa Ramos; Nikola K. Kasabov; Alexander Sumich (Cogn. Comput., 2023)

Prediction of Tinnitus Treatment Outcomes Based on EEG Sensors and TFI Score Using Deep Learning. - Maryam Doborjeh; Xiaoxu Liu; Zohreh Gholami Doborjeh; Yuanyuan Shen; Grant Searchfield; Philip J. Sanders; Grace Y. Wang; Alexander Sumich; Wei Qi Yan 001 (Sensors, 2023)

Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data. - Sugam Budhraja; Maryam Doborjeh; Balkaran Singh; Samuel Tan; Zohreh Gholami Doborjeh; Edmund M.-K. Lai; Alexander Merkin; Jimmy Lee; Wilson Wen Bin Goh; Nikola K. Kasabov (Briefings Bioinform., 2023)

Integrating Multimodal Spatiotemporal Brain Data with Spiking Neural Networks. - Maryam Doborjeh; Zien Huang; Zohreh Doborjeh (BI (2), 2024)

Neurocomputational Modelling of EEG Connectivity: Links Between Depression, Inflammation, and Gut-Microbiome. - Zohreh Doborjeh; Daniel lavin; Kirsty Hunter; Nadja Heym; Bryony Heasman; Maryam Doborjeh; Nikola K. Kasabov; Glen Gibson; Alexander Sumich (BI (1), 2024)

Izhikevich Neurons in NeuCube for Longitudinal Data Classification. - Balkaran Singh; Sugam Budhraja; Maryam Doborjeh; Zohreh Doborjeh; Edmund M.-K. Lai; Nikola K. Kasabov (ICONIP (11), 2024)

Calming the Mind: Spiking Neural Networks Reveal How Havening Touch to Reduce Persistent Distress Attenuates Left Temporal Electroencephalographic Connectivity. - Alexander Sumich; Zohreh Doborjeh; Nadja Heym; Aroha Scott; Kirsty Hunter; Tony Burgess; Julie French; Mustafa Sarkar; Maryam Doborjeh; Nikola K. Kasabov (ICONIP (11), 2024)