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Social and Behavioral Sciences Commons™
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Full-Text Articles in Social and Behavioral Sciences
Causal Influence Of Linguistic Learning On Perceptual And Conceptual Processing: A Brain-Constrained Deep Neural Network Study Of Proper Names And Category Terms., Phuc T U Nguyen, Malte R Henningsen-Schomers, Friedemann Pulvermüller
Causal Influence Of Linguistic Learning On Perceptual And Conceptual Processing: A Brain-Constrained Deep Neural Network Study Of Proper Names And Category Terms., Phuc T U Nguyen, Malte R Henningsen-Schomers, Friedemann Pulvermüller
Journal Articles
Language influences cognitive and conceptual processing, but the mechanisms through which such causal effects are realized in the human brain remain unknown. Here, we use a brain-constrained deep neural network model of category formation and symbol learning and analyze the emergent model's internal mechanisms at the neural circuit level. In one set of simulations, the network was presented with similar patterns of neural activity indexing instances of objects and actions belonging to the same categories. Biologically realistic Hebbian learning led to the formation of instance-specific neurons distributed across multiple areas of the network, and, in addition, to cell assembly circuits …
Education Program Using Non-Pharmacologic Support During Benzodiazepine Reduction In Patients With Anxiety Disorders, Kelly D. Kearney Dnp, Rn, Pmhnp-Bc, Diane Wardell Phd, Whnp-Bc
Education Program Using Non-Pharmacologic Support During Benzodiazepine Reduction In Patients With Anxiety Disorders, Kelly D. Kearney Dnp, Rn, Pmhnp-Bc, Diane Wardell Phd, Whnp-Bc
Journal of Nursing & Interprofessional Leadership in Quality & Safety
A private mental health clinic developed an initiative to aid patients with anxiety disorders to taper their use of benzodiazepines. Based on best practices, a treatment protocol was developed in which patients attended 4 sessions (1 per month) in which they combined instruction in non-pharmaceutical anti-anxiety techniques (guided imagery, mindfulness meditation, deep breathing, progressive muscle relaxation, exercise, emotional freedom) with cognitive behavioral therapy and use of selective serotonin re uptake inhibitors. Participants experienced a reduction in benzodiazepine use. This small scale initiative showed that the holistic approach to anxiety management was an effective plan to decrease the use of benzodiazepines …