AIMC Topic: Cognition

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THOMAS: Robotic Workers with Embedded Cognition for Hybrid Manufacturing Systems.

Cyberpsychology, behavior and social networking Feb 24, 2022
Robotic Surgical Procedures Humans Cognition Robotics
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Cross-Border E-Commerce Intelligent Information Recommendation System Based on Deep Learning.

Computational intelligence and neuroscience Feb 23, 2022
In order to improve the effect of cross-border e-commerce intelligent information recommendation, this paper applies deep learning to the intelligent information processing and intelligent recommendation of e-commerce and proposes an improved version...
Cognition Algorithms Commerce Deep Learning Intelligence
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Spatiotemporal dynamics in spiking recurrent neural networks using modified-full-FORCE on EEG signals.

Scientific reports Feb 21, 2022
Methods on modelling the human brain as a Complex System have increased remarkably in the literature as researchers seek to understand the underlying foundations behind cognition, behaviour, and perception. Computational methods, especially Graph The...
Humans Neural Networks, Computer Models, Neurological Electroencephalography Neurons Brain Cognition Perception Behavior
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Deep learning identifies brain structures that predict cognition and explain heterogeneity in cognitive aging.

NeuroImage Feb 20, 2022
Specific brain structures (gray matter regions and white matter tracts) play a dominant role in determining cognitive decline and explain the heterogeneity in cognitive aging. Identification of these structures is crucial for screening of older adult...
Magnetic Resonance Imaging Cognitive Aging Aging Deep Learning Cognitive Dysfunction Cognition Brain Aged Humans
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Constructing neural network models from brain data reveals representational transformations linked to adaptive behavior.

Nature communications Feb 3, 2022
The human ability to adaptively implement a wide variety of tasks is thought to emerge from the dynamic transformation of cognitive information. We hypothesized that these transformations are implemented via conjunctive activations in "conjunction hu...
Cognition Magnetic Resonance Imaging Algorithms Neural Pathways Brain Male Cohort Studies Nerve Net Young Adult Brain Mapping Adaptation, Psychological Adult Psychomotor Performance Female Humans Neural Networks, Computer
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Integrating the HFACS Framework and Fuzzy Cognitive Mapping for In-Flight Startle Causality Analysis.

Sensors (Basel, Switzerland) Jan 29, 2022
This paper discusses the challenge of modeling in-flight startle causality as a precursor to enabling the development of suitable mitigating flight training paradigms. The article presents an overview of aviation human factors and their depiction in ...
Factor Analysis, Statistical Humans Cognition Fuzzy Logic
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Cross-Task Cognitive Workload Recognition Based on EEG and Domain Adaptation.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jan 28, 2022
Cognitive workload recognition is pivotal to maintain the operator's health and prevent accidents in the human-robot interaction condition. So far, the focus of workload research is mostly restricted to a single task, yet cross-task cognitive workloa...
Humans Cognition Electroencephalography Workload Support Vector Machine Recognition, Psychology
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Meta-analysis of human prediction error for incentives, perception, cognition, and action.

Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology Jan 11, 2022
Prediction errors (PEs) are a keystone for computational neuroscience. Their association with midbrain neural firing has been confirmed across species and has inspired the construction of artificial intelligence that can outperform humans. However, t...
Motivation Perception Magnetic Resonance Imaging Reward Artificial Intelligence Humans Cognition
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Learning Cognitive Map Representations for Navigation by Sensory-Motor Integration.

IEEE transactions on cybernetics Jan 11, 2022
How to transform a mixed flow of sensory and motor information into memory state of self-location and to build map representations of the environment are central questions in the navigation research. Studies in neuroscience have shown that place cell...
Cognition Computer Simulation Hippocampus Learning Neural Networks, Computer
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Research on Teaching Resource Recommendation Algorithm Based on Deep Learning and Cognitive Diagnosis.

Journal of healthcare engineering Jan 7, 2022
With the increasing abundance of network teaching resources, the recommendation technology based on network is becoming more and more mature. There are differences in the effect of recommendation, which leads to great differences in the effect of rec...
Algorithms Students Humans Deep Learning Cognition
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