Separation and localization of auditory and visual P300 sources in schizophrenia patients via constrained BSS. - Loukianos Spyrou; Saeid Sanei; Alex Sumich (ICASSP (5), 2005)

A novel space-time-frequency masking approach for quantification of EEG source propagation with an application to brain computer interfacing. - Leor Shoker; Saeid Sanei; Kianoush Nazarpour; Alex Sumich (EUSIPCO, 2006)

Separation and Localisation of P300 Sources and Their Subcomponents Using Constrained Blind Source Separation. - Loukianos Spyrou; Min Jing; Saeid Sanei; Alex Sumich (EURASIP J. Adv. Signal Process., 2007)

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)

Towards Understanding Physiological Responses to Emotional Autobiographical Memory Recall in Mobile VR Scenarios. - Kunal Gupta; Samantha W. T. Chan; Yun Suen Pai; Alexander Sumich; Suranga Nanayakkara; Mark Billinghurst (MobileHCI (Extended Abstracts), 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)

Towards Machine Learning Driven Self-guided Virtual Reality Exposure Therapy Based on Arousal State Detection from Multimodal Data. - Muhammad Arifur Rahman; David J. Brown 001; Nicholas Shopland; Matthew C. Harris; Zakia Batool Turabee; Nadja Heym; Alexander Sumich; Brad Standen; David Downes; Yangang Xing; Carolyn Thomas; Sean Haddick; et al. (BI, 2022)

Humanness lies in unpredictability: Role of Theory of Mind on anthropomorphism in human-computer interactions. - Julia Ayache; Andrew M. Connor; Stefan Marks; Alexander Sumich; Nadja Heym (HAI, 2022)

Editorial: The Use of Virtual-Reality Interventions in Reducing Anxiety. - Preethi Premkumar; Nadja Heym; Page Lyn Anderson; David J. Brown 001; Alexander Sumich (Frontiers Virtual Real., 2022)

Total VREcall: Using Biosignals to Recognize Emotional Autobiographical Memory in Virtual Reality. - Kunal Gupta; Sam W. T. Chan; Yun Suen Pai; Nicholas Strachan; John Su; Alexander Sumich; Suranga Nanayakkara; Mark Billinghurst (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Cognitive Load Measurement with Physiological Sensors in Virtual Reality during Physical Activity. - Mohammad Ahmadi; Samantha W. Michalka; Sabrina Lenzoni; Marzieh Ahmadi Najafabadi; Huidong Bai; Alexander Sumich; Burkhard Wuensche; Mark Billinghurst (VRST, 2023)

Comparing Performance of Dry and Gel EEG Electrodes in VR using MI Paradigms. - Mohammad Ahmadi; Alireza Farrokhi Nia; Samantha W. Michalka; Alexander L. Sumich; Burkhard Wuensche; Mark Billinghurst (VRST, 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)

Effects of system- and media-driven immersive capabilities on presence and affective experience. - Bradley Standen; John Anderson; Alexander Sumich; Nadja Heym (Virtual Real., 2023)

A partial correlation network indicates links between wellbeing, loneliness, FOMO and problematic internet use in university students. - Oonagh O'Brien; Alexander Sumich; Thom Baguley; Daria J. Kuss (Behav. Inf. Technol., 2023)

Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning. - Muhammad Arifur Rahman; David J. Brown 001; Mufti Mahmud; Matthew C. Harris; Nicholas Shopland; Nadja Heym; Alexander Sumich; Zakia Batool Turabee; Bradley Standen; David Downes; Yangang Xing; Carolyn Thomas; et al. (Brain Informatics, 2023)

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)

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)

Generative AI in Psychological Therapy: Perspectives on Computational Linguistics and Large Language Models in Written Behaviour Monitoring. - Jordan J. Bird; David Wright; Alexander Sumich; Ahmad Lotfi (PETRA, 2024)

Exploring Machine Learning Applications for Biophilic Art Displays to Promote Health and Well-being. - Yangang Xing; Purna Kar; Jordan J. Bird; Alex Sumich; Benedict Carpenter van Barthold; Andrew Knight; Ahmad Lotfi (PETRA, 2024)

A Deep Learning Method for Classification of Biophilic Artworks. - Purna Kar; Jordan J. Bird; Yangang Xing; Alexander Sumich; Andrew Knight; Ahmad Lotfi; Benedict Carpenter van Barthold (CoRR, 2024)

Classification of Sleep Quality and Aging as a Function of Brain Complexity: A Multiband Non-Linear EEG Analysis. - Lucía Penalba-Sánchez; Gabriel Silva; Mark Crook-Rumsey; Alexander Sumich; Pedro Miguel Rodrigues; Patrícia Oliveira-Silva; Ignacio Cifre (Sensors, 2024)