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Browsing Open Research by Author "Sumich, A"

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    • Interpretability of Spatiotemporal Dynamics of the Brain Processes Followed by Mindfulness Intervention in a Brain-Inspired Spiking Neural Network Architecture 

      Doborjeh, Z; Doborjeh, M; Crook-Rumsey, M; Taylor, T; Wang, GY; Moreau, D; Krägeloh, C; Wrapson, W; Siegert, RJ; Kasabov, N; Searchfield, G; Sumich, A
      Mindfulness training is associated with improvements in psychological wellbeing and cognition, yet the specific underlying neurophysiological mechanisms underpinning these changes are uncertain. This study uses a novel ...
    • Modelling peri-perceptual brain processes in a deep learning spiking neural network architecture 

      Gholami Doborjeh, Zohreh; Kasabov, Nikola; Gholami Doborjeh, Maryam; Sumich, A (Macmillan Publishers Limited, 2018)
      Familiarity of marketing stimuli may affect consumer behaviour at a peri-perceptual processing level. The current study introduces a method for deep learning of electroencephalogram (EEG) data using a spiking neural network ...
    • Problematic mobile phone use and addiction across generations: The roles of psychopathological symptoms and smartphone use 

      Kuss, DJ; Kanjo, E; Crook-Rumsey, M; Kibowski, F; Wang, GY; Sumich, A
      Contemporary technological advances have led to a significant increase in using mobile technologies. Recent research has pointed to potential problems as a consequence of mobile overuse, including addiction, financial ...
    • Problematic Mobile Phone Use and Addiction Across Generations: the Roles of Psychopathological Symptoms and Smartphone Use 

      Kuss, DJ; Kanjo, E; Crook-Rumsey, M; Kibowski, F; Wang, GY; Sumich, A (Springer, 2018)
      Contemporary technological advances have led to a significant increase in using mobile technologies. Recent research has pointed to potential problems as a consequence of mobile overuse, including addiction, financial ...
    • What Has Social Neuroscience Learned From Hyperscanning Studies of Spoken Communication? A Systematic Review 

      Kelsen, BA; Sumich, A; Kasabov, N; Liang, SHY; Wang, GY (Elsevier BV, 2020)
      A growing body of literature examining the neurocognitive processes of interpersonal linguistic interaction indicates the emergence of neural alignment as participants engage in oral communication. However, questions have ...

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