AIMC Topic:
Computer Simulation

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DSC-based RBF neural network control for nonlinear time-delay systems with time-varying full state constraints.

ISA transactions Dec 20, 2021
The presented control scheme in this paper aims at stabilizing uncertain time-delayed systems requiring all states to change within the preset time-varying constraints. The controller design framework is based on the backstepping method, drastically ...
Computer Simulation Neural Networks, Computer Nonlinear Dynamics Feedback Uncertainty
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A stroke detection and discrimination framework using broadband microwave scattering on stochastic models with deep learning.

Scientific reports Dec 20, 2021
Stroke poses an immense public health burden and remains among the primary causes of death and disability worldwide. Emergent therapy is often precluded by late or indeterminate times of onset before initial clinical presentation. Rapid, mobile, safe...
Brain Computer Simulation Neural Networks, Computer Algorithms Deep Learning ROC Curve Area Under Curve Reproducibility of Results Diagnosis, Computer-Assisted Humans Normal Distribution Electromagnetic Fields Hemorrhagic Stroke Stochastic Processes Head Scattering, Radiation Microwaves
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Application of Multilayer Perceptron Genetic Algorithm Neural Network in Chinese-English Parallel Corpus Noise Processing.

Computational intelligence and neuroscience Dec 20, 2021
This paper uses neural network as a predictive model and genetic algorithm as an online optimization algorithm to simulate the noise processing of Chinese-English parallel corpus. At the same time, according to the powerful random global search mecha...
Learning Algorithms China Humans Computer Simulation Neural Networks, Computer
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Efficient anomaly detection from medical signals and images with convolutional neural networks for Internet of medical things (IoMT) systems.

International journal for numerical methods in biomedical engineering Dec 18, 2021
Deep learning is one of the most promising machine learning techniques that revolutionalized the artificial intelligence field. The known traditional and convolutional neural networks (CNNs) have been utilized in medical pattern recognition applicati...
Machine Learning Computer Simulation Internet Neural Networks, Computer Artificial Intelligence
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Multimode function multistability for Cohen-Grossberg neural networks with mixed time delays.

ISA transactions Dec 15, 2021
In this paper, we are concerned with the multimode function multistability for Cohen-Grossberg neural networks (CGNNs) with mixed time delays. It is introduced the multimode function multistability as well as its specific mathematical expression, whi...
Algorithms Computer Simulation Neural Networks, Computer Time Factors
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RBFNN Design Based on Modified Nearest Neighbor Clustering Algorithm for Path Tracking Control.

Sensors (Basel, Switzerland) Dec 14, 2021
Radial basis function neural networks are a widely used type of artificial neural network. The number and centers of basis functions directly affect the accuracy and speed of radial basis function neural networks. Many studies use supervised learning...
Cluster Analysis Algorithms Computer Simulation Neural Networks, Computer
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Hybrid pointer networks for traveling salesman problems optimization.

PloS one Dec 14, 2021
In this work, we proposed a hybrid pointer network (HPN), an end-to-end deep reinforcement learning architecture is provided to tackle the travelling salesman problem (TSP). HPN builds upon graph pointer networks, an extension of pointer networks wit...
Computer Simulation Models, Theoretical Machine Learning Software
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Experiments in artificial culture: from noisy imitation to storytelling robots.

Philosophical transactions of the Royal Society of London. Series B, Biological sciences Dec 13, 2021
This paper presents a series of experiments in collective social robotics, spanning more than 10 years, with the long-term aim of building embodied models of (aspects of) cultural evolution. Initial experiments demonstrated the emergence of behaviour...
Social Learning Cultural Evolution Robotics Imitative Behavior Computer Simulation Animals
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Predictive Model for Drug-Induced Liver Injury Using Deep Neural Networks Based on Substructure Space.

Molecules (Basel, Switzerland) Dec 13, 2021
Drug-induced liver injury (DILI) is a major concern for drug developers, regulators, and clinicians. However, there is no adequate model system to assess drug-associated DILI risk in humans. In the big data era, computational models are expected to p...
Computer Simulation Liver Chemical and Drug Induced Liver Injury Models, Biological Humans Neural Networks, Computer Machine Learning
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Optimization: Molecular Communication Networks for Viral Disease Analysis Using Deep Leaning Autoencoder.

Computational and mathematical methods in medicine Dec 13, 2021
Developing new treatments for emerging infectious diseases in infectious and noninfectious diseases has attracted a particular attention. The emergence of viral diseases is expected to accelerate; these data indicate the need for a proactive approach...
Virus Diseases Communicable Diseases, Emerging Drug Discovery Deep Learning Humans Computer Simulation Microtechnology Antiviral Agents Synthetic Biology Neural Networks, Computer Drug Delivery Systems Epidemics Computational Biology
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