Novel Framework Achieves 91 Percent Accuracy in Music Emotion Recognition
Researchers developed a computational model that combines recurrent temporal memory, sparse filtering, and rule-based binding to predict music-induced emotional states ...
Tag: physiological signals
Rigorous Leakage Controls Expose Cross-Subject Generalization Limits in Multimodal Stress Modeling
A leakage-controlled multimodal study reveals that hybrid deep learning models predicting continuous psychological stress fail to outperform baseline averages when ...
VR Driving Simulator Dataset Captures Cybersickness Alongside Stress and Mental Workload
A new multimodal dataset pairs self-reported cybersickness with EEG, cardiovascular, respiration, and head movement data from sixty participants in an ...
Chaos theory finds footholds in cardiology, neurology and oncology, review finds
A systematic review of 20 studies finds chaos theory applied across cardiology, neurology and oncology, but with wide heterogeneity and ...
Virtual Night Walks Reveal How Young Women Perceive Urban Streets After Dark
A controlled VR experiment in Guangzhou's old town links lower perceived nighttime safety among young women to weak lighting, visual ...
Personalized stress detection from wearable physiological signals via Digital Twin-inspired subject embeddings and recurrent neural networks
Chronic stress has become one of the defining health burdens of the modern era, quietly fueling hypertension, depression, burnout, and ...
AI Reads Brain Waves and Eye Movements to Spot Depression With New Accuracy
Researchers at Lanzhou University have developed AMGFM, a multimodal AI model that fuses EEG, eye movement, and pupil signals to ...
Scientists Devise a Three-Step Test to Check Whether ICU Data Annotations Can Be Trusted
Researchers have developed a three-step framework combining visual inspection and automated physiological classification to assess the reliability of time-stamped clinical ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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