AIMC Topic: Acoustic Stimulation

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Emotion recognition from sound stimuli based on back-propagation neural networks and electroencephalograms.

The Journal of the Acoustical Society of America Aug 1, 2015
This research aims to explore the feasibility of using back-propagation (BP) neural networks and electroencephalograms (EEGs) to recognize the emotional reactions induced by sound stimuli in the dimensions of pleasure and arousal, as well as compare ...
Humans Neural Networks, Computer Female Young Adult Adult Male Adolescent Emotions Models, Neurological Electroencephalography Personal Satisfaction Feasibility Studies Pleasure Pattern Recognition, Automated Acoustic Stimulation Models, Psychological Arousal Self-Assessment
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Fusion analysis of functional MRI data for classification of individuals based on patterns of activation.

Brain imaging and behavior Jun 1, 2015
Classification of individuals based on patterns of brain activity observed in functional MRI contrasts may be helpful for diagnosis of neurological disorders. Prior work for classification based on these patterns have primarily focused on using a sin...
Humans Brain Female Aged Young Adult Adult Male Aging Middle Aged ROC Curve Support Vector Machine Magnetic Resonance Imaging Brain Mapping Area Under Curve Nonlinear Dynamics Acoustic Stimulation Speech Perception
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