AIMC Topic:
Computer Simulation

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Using synthetic data generation to train a cardiac motion tag tracking neural network.

Medical image analysis Sep 10, 2021
A CNN based method for cardiac MRI tag tracking was developed and validated. A synthetic data simulator was created to generate large amounts of training data using natural images, a Bloch equation simulation, a broad range of tissue properties, and ...
Magnetic Resonance Imaging Heart Motion Neural Networks, Computer Computer Simulation Phantoms, Imaging Humans
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Neural-Network Based Modeling of I/O Buffer Predriver under Power/Ground Supply Voltage Variations.

Sensors (Basel, Switzerland) Sep 10, 2021
This paper presents a neural-network based nonlinear behavioral modelling of I/O buffer that accounts for timing distortion introduced by nonlinear switching behavior of the predriver electrical circuit under power and ground supply voltage (PGSV) va...
Neural Networks, Computer Nonlinear Dynamics Electric Power Supplies Computer Simulation Models, Theoretical
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Machine learning - Predicting Ames mutagenicity of small molecules.

Journal of molecular graphics & modelling Sep 5, 2021
In modern drug discovery, detection of a compound's potential mutagenicity is crucial. However, the traditional method of mutagenicity detection using the Ames test is costly and time consuming as the compounds need to be synthesised and then tested ...
Computer Simulation Support Vector Machine Mutagenesis Mutagens Machine Learning
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Energy Management Expert Assistant, a New Concept.

Sensors (Basel, Switzerland) Sep 2, 2021
In recent years, interest in home energy management systems (HEMS) has grown significantly, as well as the development of Voice Assistants that substantially increase home comfort. This paper presents a novel merging of HEMS with the Assistant paradi...
Computer Simulation Big Data Internet of Things Artificial Intelligence
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Analysis on frosting of heat exchanger and numerical simulation of heat transfer characteristics using BP neural network learning algorithm.

PloS one Sep 2, 2021
The study is aimed at the frosting problem of the air source heat pump in the low temperature and high humidity environment, which reduces the service life of the system. First, the frosting characteristics at the evaporator side of the air source he...
Humidity Electrical Equipment and Supplies Models, Theoretical Heating Hot Temperature Air Freezing Computer Simulation Water Neural Networks, Computer Machine Learning
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Deep Q-network-based traffic signal control models.

PloS one Sep 2, 2021
Traffic congestion has become common in urban areas worldwide. To solve this problem, the method of searching a solution using artificial intelligence has recently attracted widespread attention because it can solve complex problems such as traffic s...
Humans Neural Networks, Computer Computer Simulation Automobile Driving Motor Vehicles
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Classifying muscle parameters with artificial neural networks and simulated lateral pinch data.

PloS one Sep 2, 2021
OBJECTIVE: Hill-type muscle models are widely employed in simulations of human movement. Yet, the parameters underlying these models are difficult or impossible to measure in vivo. Prior studies demonstrate that Hill-type muscle parameters are encode...
Thumb Muscle, Skeletal Electromyography Tendons Biomechanical Phenomena Hand Strength Humans Neural Networks, Computer Computer Simulation
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Multi-model fusion of classifiers for blood pressure estimation.

IET systems biology Sep 1, 2021
Prehypertension is a new risky disease defined in the seventh report issued by the Joint National Commission. Hence, detecting prehypertension in time plays a very important role in protecting human lives. This study proposes a method for categorisin...
Humans Support Vector Machine Cluster Analysis Computer Simulation Blood Pressure
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Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface.

IEEE transactions on neural networks and learning systems Aug 31, 2021
The performance of a classifier in a brain-computer interface (BCI) system is highly dependent on the quality and quantity of training data. Typically, the training data are collected in a laboratory where the users perform tasks in a controlled envi...
Brain-Computer Interfaces Imagination Attention Healthy Volunteers Psychomotor Performance Male Electroencephalography Computer Simulation Female Young Adult Adult Reproducibility of Results Neural Networks, Computer Machine Learning Algorithms Humans
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Identification of Autistic Risk Candidate Genes and Toxic Chemicals via Multilabel Learning.

IEEE transactions on neural networks and learning systems Aug 31, 2021
As a group of complex neurodevelopmental disorders, autism spectrum disorder (ASD) has been reported to have a high overall prevalence, showing an unprecedented spurt since 2000. Due to the unclear pathomechanism of ASD, it is challenging to diagnose...
Autism Spectrum Disorder Computer Simulation Risk Assessment Algorithms Biomarkers Hazardous Substances Gene-Environment Interaction Databases, Genetic Autistic Disorder Neural Networks, Computer Machine Learning Humans
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