AIMC Topic: Intention

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Predicting Human Intention-Behavior Through EEG Signal Analysis Using Multi-Scale CNN.

IEEE/ACM transactions on computational biology and bioinformatics Oct 7, 2021
At present, the application of Electroencephalogram (EEG) signal classification to human intention-behavior prediction has become a hot topic in the brain computer interface (BCI) research field. In recent studies, the introduction of convolutional n...
Neural Networks, Computer Algorithms Humans Signal Processing, Computer-Assisted Intention Brain Electroencephalography
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Radiation Oncologists' Perceptions of Adopting an Artificial Intelligence-Assisted Contouring Technology: Model Development and Questionnaire Study.

Journal of medical Internet research Sep 30, 2021
BACKGROUND: An artificial intelligence (AI)-assisted contouring system benefits radiation oncologists by saving time and improving treatment accuracy. Yet, there is much hope and fear surrounding such technologies, and this fear can manifest as resis...
Radiation Oncologists Intention Perception Humans Artificial Intelligence Surveys and Questionnaires
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Optimizing Motor Intention Detection With Deep Learning: Towards Management of Intraoperative Awareness.

IEEE transactions on bio-medical engineering Sep 20, 2021
OBJECTIVE: This article shows the interest in deep learning techniques to detect motor imagery (MI) from raw electroencephalographic (EEG) signals when a functional electrical stimulation is added or not. Impacts of electrode montages and bandwidth a...
Electroencephalography Intention Brain-Computer Interfaces Imagination Intraoperative Awareness Algorithms Deep Learning Humans
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Intentions with actions: The role of intentionality attribution on the vicarious sense of agency in Human-Robot interaction.

Quarterly journal of experimental psychology (2006) Sep 2, 2021
Sense of Agency (SoA) is the feeling of control over one's actions and their consequences. In social contexts, people experience a "vicarious" SoA over other humans' actions; however, the phenomenon disappears when the other agent is a computer. This...
Humans Intention Psychomotor Performance Emotions Robotics Social Perception
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Toward a Unified Theory of Customer Continuance Model for Financial Technology Chatbots.

Sensors (Basel, Switzerland) Aug 24, 2021
With the popularity of financial technology (fintech) chatbots equipped with artificial intelligence, understanding the user's response mechanism can help bankers formulate precise marketing strategies, which is a crucial issue in the social science ...
Intention Surveys and Questionnaires Models, Theoretical Technology Artificial Intelligence
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Multimodal Sensor Motion Intention Recognition Based on Three-Dimensional Convolutional Neural Network Algorithm.

Computational intelligence and neuroscience Jun 3, 2021
With the development of microelectronic technology and computer systems, the research of motion intention recognition based on multimodal sensors has attracted the attention of the academic community. Deep learning and other nonlinear neural network ...
Intention Neural Networks, Computer Algorithms Movement Motion
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An integrated deep learning model for motor intention recognition of multi-class EEG Signals in upper limb amputees.

Computer methods and programs in biomedicine Apr 21, 2021
BACKGROUND AND OBJECTIVE: Recognition of motor intention based on electroencephalogram (EEG) signals has attracted considerable research interest in the field of pattern recognition due to its notable application of non-muscular communication and con...
Intention Electroencephalography Brain-Computer Interfaces Humans Upper Extremity Amputees Deep Learning
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Human Motion Intent Description Based on Bumpless Switching Mechanism for Rehabilitation Robot.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 30, 2021
This paper aims to improve the performance of an electromyography (EMG) decoder based on a switching mechanism in controlling a rehabilitation robot for assisting human-robot cooperation arm movements. For a complex arm movement, the major difficulty...
Intention Movement Humans Electromyography Robotics Motion
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Older adults' experiences with and perceptions of the use of socially assistive robots in aged care: A systematic review of quantitative evidence.

Archives of gerontology and geriatrics Mar 19, 2021
BACKGROUND: Socially assistive robots (SARs) are created to meet challenges of the global increase of older adults. SARs are autonomous embodied technologies, equipped with auditory and visual faculties, enabling them to interact with users while per...
Attitude Intention Emotions Humans Perception Robotics Aged
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Variable Admittance Control Based on Human-Robot Collaboration Observer Using Frequency Analysis for Sensitive and Safe Interaction.

Sensors (Basel, Switzerland) Mar 8, 2021
A collaborative robot should be sensitive to the user intention while maintaining safe interaction during tasks such as hand guiding. Observers based on the discrete Fourier transform have been studied to distinguish between the low-frequency motion ...
Robotics Hand Motion Intention Humans
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