AIMC Topic: Education, Distance

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Distributed-force-feedback-based reflex with online learning for adaptive quadruped motor control.

Neural networks : the official journal of the International Neural Network Society Jun 5, 2021
Biological motor control mechanisms (e.g., central pattern generators (CPGs), sensory feedback, reflexes, and motor learning) play a crucial role in the adaptive locomotion of animals. However, the interaction and integration of these mechanisms - ne...
Neural Networks, Computer Feedback Locomotion Animals Education, Distance Reflex Robotics
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An Adaptive Heterogeneous Online Learning Ensemble Classifier for Nonstationary Environments.

Computational intelligence and neuroscience Mar 15, 2021
In recent years, the prevalence of technological advances has led to an enormous and ever-increasing amount of data that are now commonly available in a streaming fashion. In such nonstationary environments, the underlying process generating the data...
Education, Distance Neural Networks, Computer Algorithms
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The potential of socially assistive robots during infectious disease outbreaks.

Science robotics Jul 15, 2020
Robots have a role in addressing the secondary impacts of infectious disease outbreaks by helping us sustain social distancing, monitoring and improving mental health, supporting education, and aiding in economic recovery.
Humans SARS-CoV-2 Adult Mental Health Pandemics COVID-19 Education, Distance Mental Health Services Physical Distancing Robotics Social Isolation Vocational Education Social Adjustment Disease Outbreaks Economic Recession Child
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Mid-price prediction based on machine learning methods with technical and quantitative indicators.

PloS one Jun 12, 2020
Stock price prediction is a challenging task, in which machine learning methods have recently been successfully used. In this paper, we extract over 270 hand-crafted features (factors) inspired by technical indicators and quantitative analysis and te...
Education, Distance Algorithms Logistic Models Commerce Machine Learning
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Academic Emotion Classification and Recognition Method for Large-scale Online Learning Environment-Based on A-CNN and LSTM-ATT Deep Learning Pipeline Method.

International journal of environmental research and public health Mar 16, 2020
Subjective well-being is a comprehensive psychological indicator for measuring quality of life. Studies have found that emotional measurement methods and measurement accuracy are important for well-being-related research. Academic emotion is an emoti...
Attention Education, Distance Emotions Internet Humans Quality of Life Deep Learning Neural Networks, Computer
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Spiking Neural Networks and online learning: An overview and perspectives.

Neural networks : the official journal of the International Neural Network Society Sep 7, 2019
Applications that generate huge amounts of data in the form of fast streams are becoming increasingly prevalent, being therefore necessary to learn in an online manner. These conditions usually impose memory and processing time restrictions, and they...
Education, Distance Algorithms Humans Brain Neural Networks, Computer Action Potentials Models, Neurological Neurons
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Online sequential class-specific extreme learning machine for binary imbalanced learning.

Neural networks : the official journal of the International Neural Network Society Aug 23, 2019
Many real-world applications suffer from the class imbalance problem, in which some classes have significantly fewer examples compared to the other classes. In this paper, we focus on online sequential learning methods, which are considerably more pr...
Education, Distance Machine Learning Algorithms
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Local online learning in recurrent networks with random feedback.

eLife May 24, 2019
Recurrent neural networks (RNNs) enable the production and processing of time-dependent signals such as those involved in movement or working memory. Classic gradient-based algorithms for training RNNs have been available for decades, but are inconsi...
Databases, Genetic Models, Neurological Humans Education, Distance Chromosome Pairing Neural Networks, Computer Memory, Short-Term Algorithms Learning Feedback Time Factors Brain Computer Simulation
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Telehealth in Mental Health Nursing Education: Health Care Simulation With Remote Presence Technology.

Journal of psychosocial nursing and mental health services Mar 18, 2019
The feasibility of integrating remote presence technology within a simulation scenario for psychiatric-mental health nursing (PMHN) students to develop telehealth competencies was evaluated. A wireless, audiovisual robot from Double® Robotics, maneuv...
Models, Educational Education, Distance Education, Nursing Robotics Telemedicine Patient Simulation Psychiatric Nursing Qualitative Research Students, Nursing Humans
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Evolving Spiking Neural Networks for online learning over drifting data streams.

Neural networks : the official journal of the International Neural Network Society Aug 2, 2018
Nowadays huge volumes of data are produced in the form of fast streams, which are further affected by non-stationary phenomena. The resulting lack of stationarity in the distribution of the produced data calls for efficient and scalable algorithms fo...
Neurons Algorithms Education, Distance Models, Neurological Humans Neural Networks, Computer
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