AIMC Topic: Cognition

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An Intelligent Multimode Clustering Mechanism Using Driving Pattern Recognition in Cognitive Internet of Vehicles.

Sensors (Basel, Switzerland) Nov 15, 2021
Connected autonomous vehicles can leverage communication and artificial intelligence technologies to effectively overcome the perceived limitations of individuals and enhance driving safety and stability. However, due to the high dynamics of the vehi...
Cluster Analysis Internet Automobile Driving Artificial Intelligence Cognition Humans
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Augmenting BDI Agency with a Cognitive Service: Architecture and Validation in Healthcare Domain.

Journal of medical systems Oct 22, 2021
Autonomous intelligent systems are starting to influence clinical practice, as ways to both readily exploit experts' knowledge when contextual conditions demand so, and harness the overwhelming amount of patient related data currently at clinicians' ...
Machine Learning Delivery of Health Care Triage Knowledge Cognition Humans
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Machine learning prediction of cognition from functional connectivity: Are feature weights reliable?

NeuroImage Oct 19, 2021
Cognitive performance can be predicted from an individual's functional brain connectivity with modest accuracy using machine learning approaches. As yet, however, predictive models have arguably yielded limited insight into the neurobiological proces...
Female Reproducibility of Results Adult Humans Machine Learning Cognition Magnetic Resonance Imaging Brain Mapping Male Image Processing, Computer-Assisted Predictive Value of Tests Connectome
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Meta-learning, social cognition and consciousness in brains and machines.

Neural networks : the official journal of the International Neural Network Society Oct 18, 2021
The intersection between neuroscience and artificial intelligence (AI) research has created synergistic effects in both fields. While neuroscientific discoveries have inspired the development of AI architectures, new ideas and algorithms from AI rese...
Consciousness Social Learning Social Cognition Brain Animals Humans Cognition Artificial Intelligence
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Natural language processing for cognitive therapy: Extracting schemas from thought records.

PloS one Oct 18, 2021
The cognitive approach to psychotherapy aims to change patients' maladaptive schemas, that is, overly negative views on themselves, the world, or the future. To obtain awareness of these views, they record their thought processes in situations that c...
Emotions Female Natural Language Processing Machine Learning Adult Psychotherapy Cognitive Behavioral Therapy Male Cognition Humans Algorithms Mental Health Depression Support Vector Machine Electronic Health Records Neural Networks, Computer
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Exploring self-generated thoughts in a resting state with natural language processing.

Behavior research methods Oct 13, 2021
The present study seeks to examine individuals' stream of thought in real time. Specifically, we asked participants to speak their thoughts freely out loud during a typical resting-state condition. We first examined the feasibility and reliability of...
Cognition Humans Brain Mapping Natural Language Processing Brain Reproducibility of Results
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Subject-Specific Cognitive Workload Classification Using EEG-Based Functional Connectivity and Deep Learning.

Sensors (Basel, Switzerland) Oct 9, 2021
Cognitive workload is a crucial factor in tasks involving dynamic decision-making and other real-time and high-risk situations. Neuroimaging techniques have long been used for estimating cognitive workload. Given the portability, cost-effectiveness a...
Magnetic Resonance Imaging Electroencephalography Humans Deep Learning Neural Networks, Computer Cognition
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Modularity maximization as a flexible and generic framework for brain network exploratory analysis.

NeuroImage Oct 2, 2021
The modular structure of brain networks supports specialized information processing, complex dynamics, and cost-efficient spatial embedding. Inter-individual variation in modular structure has been linked to differences in performance, disease, and d...
Cognition Brain Mapping Humans Neurosciences Neural Networks, Computer Algorithms Brain
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Cognitive Matching of Design Subjects in Product Form Evolutionary Design.

Computational intelligence and neuroscience Sep 30, 2021
In actual product development, the cognitive differences between users and designers make it difficult for the designed products to be recognized by users. To reduce the cognitive differences between these two design subjects, this paper proposes a m...
Neural Networks, Computer Cognition Humans Engineering
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Predicting outcome of daycare cognitive behavioural therapy in a naturalistic sample of patients with PTSD: a machine learning approach.

European journal of psychotraumatology Sep 24, 2021
BACKGROUND: Identifying predictors for treatment outcome in patients with posttraumatic stress disorder (PTSD) is important in order to provide an effective treatment, but robust and replicated treatment outcome predictors are not available up to now...
Stress Disorders, Post-Traumatic Cognition Patient Discharge Cognitive Behavioral Therapy Treatment Outcome Female Humans Adult Machine Learning Male
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