AIMC Topic: Attention

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Global and Local Knowledge-Aware Attention Network for Action Recognition.

IEEE transactions on neural networks and learning systems Jan 4, 2021
Convolutional neural networks (CNNs) have shown an effective way to learn spatiotemporal representation for action recognition in videos. However, most traditional action recognition algorithms do not employ the attention mechanism to focus on essent...
Reproducibility of Results Computer Systems Image Processing, Computer-Assisted Humans Machine Learning Pattern Recognition, Automated Benchmarking Neural Networks, Computer Algorithms Knowledge Attention Movement Databases, Factual Video Recording
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ERP markers of action planning and outcome monitoring in human - robot interaction.

Acta psychologica Dec 4, 2020
The present study aimed to examine event-related potentials (ERPs) of action planning and outcome monitoring in human-robot interaction. To this end, participants were instructed to perform costly actions (i.e. losing points) to stop a balloon from i...
Robotics Evoked Potentials Electroencephalography Humans Attention
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Predicting risk of dyslexia with an online gamified test.

PloS one Dec 2, 2020
Dyslexia is a specific learning disorder related to school failure. Detection is both crucial and challenging, especially in languages with transparent orthographies, such as Spanish. To make detecting dyslexia easier, we designed an online gamified ...
Phonetics Video Games Reading Vision, Ocular Neuropsychological Tests Dyslexia Male Adolescent Language Child Female Memory, Short-Term Risk Factors Attention Humans Semantics Machine Learning
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Zoom in Lesions for Better Diagnosis: Attention Guided Deformation Network for WCE Image Classification.

IEEE transactions on medical imaging Nov 30, 2020
Wireless capsule endoscopy (WCE) is a novel imaging tool that allows noninvasive visualization of the entire gastrointestinal (GI) tract without causing discomfort to patients. Convolutional neural networks (CNNs), though perform favorably against tr...
Machine Learning Software Attention Humans Neural Networks, Computer Capsule Endoscopy
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Digital Gaming Interventions in Psychiatry: Evidence, Applications and Challenges.

Psychiatry research Nov 24, 2020
Human evolution has regularly intersected with technology. Digitalization of various services has brought a paradigm shift in consumerism. Treading this path, mental health practice has gradually moved to Digital Mental Health Interventions (DMHI), t...
Artificial Intelligence Mental Disorders Psychiatry Mental Health Virtual Reality Attention Humans Motivation Video Games
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Making eye contact with a robot: Psychophysiological responses to eye contact with a human and with a humanoid robot.

Biological psychology Nov 17, 2020
Previous research has shown that eye contact, in human-human interaction, elicits increased affective and attention related psychophysiological responses. In the present study, we investigated whether eye contact with a humanoid robot would elicit th...
Arousal Fixation, Ocular Attention Facial Expression Humans Robotics
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Robot dramas may improve joint attention of Chinese-speaking low-functioning children with autism: stepped wedge trials.

Disability and rehabilitation. Assistive technology Nov 13, 2020
INTRODUCTION: Children with autism spectrum disorder (ASD), especially those with low cognitive functioning, have deficits in joint attention. Previous research has found that these children are interested in engaging with social robots.
Autistic Disorder Autism Spectrum Disorder Language Child East Asian People Robotics Attention Humans
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DMMAN: A two-stage audio-visual fusion framework for sound separation and event localization.

Neural networks : the official journal of the International Neural Network Society Nov 11, 2020
Videos are used widely as the media platforms for human beings to touch the physical change of the world. However, we always receive the mixed sound from the multiple sound objects, and cannot distinguish and localize the sounds as the separate entit...
Acoustic Stimulation Photic Stimulation Visual Perception Auditory Perception Neural Networks, Computer Humans Deep Learning Attention
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Gravitational Laws of Focus of Attention.

IEEE transactions on pattern analysis and machine intelligence Nov 3, 2020
The understanding of the mechanisms behind focus of attention in a visual scene is a problem of great interest in visual perception and computer vision. In this paper, we describe a model of scanpath as a dynamic process which can be interpreted as a...
Algorithms Eye Movements Image Processing, Computer-Assisted Humans Machine Learning Gravitation Models, Statistical Fixation, Ocular Attention
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Flexible Working Memory Through Selective Gating and Attentional Tagging.

Neural computation Oct 20, 2020
Working memory is essential: it serves to guide intelligent behavior of humans and nonhuman primates when task-relevant stimuli are no longer present to the senses. Moreover, complex tasks often require that multiple working memory representations ca...
Reinforcement, Psychology Sensory Gating Memory, Short-Term Learning Attention Animals Models, Neurological Humans Neural Networks, Computer
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