Mental stress recognition on the fly using neuroplasticity spiking neural networks
Mahima Milinda Alwis Weerasinghe,
Grace Wang,
Jacqueline Whalley
et al.
Abstract:Mental stress is found to be strongly connected with human cognition and wellbeing. As the complexities of human life increase, the effects of mental stress have impacted human health and cognitive performance across the globe. This highlights the need for effective non-invasive stress detection methods. In this work, we introduce a novel, artificial spiking neural network model called Online Neuroplasticity Spiking Neural Network (O-NSNN) that utilizes a repertoire of learning concepts inspired by the brain t… Show more
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