AIMC Topic:
Computer Simulation

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Quadrotor Identification through the Cooperative Particle Swarm Optimization-Cuckoo Search Approach.

Computational intelligence and neuroscience Jul 24, 2019
This paper explores the model parameters estimation of a quadrotor UAV by exploiting the cooperative particle swarm optimization-cuckoo search (PSO-CS). The PSO-CS regulates the convergence velocity benefiting from the capabilities of social thinking...
Animals Birds Models, Theoretical Artificial Intelligence Algorithms Computer Simulation Nonlinear Dynamics Behavior, Animal
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Adaptive Neural Event-Triggered Control for Discrete-Time Strict-Feedback Nonlinear Systems.

IEEE transactions on cybernetics Jul 18, 2019
This paper proposes a novel event-triggered (ET) adaptive neural control scheme for a class of discrete-time nonlinear systems in a strict-feedback form. In the proposed scheme, the ideal control input is derived in a recursive design process, which ...
Neural Networks, Computer Computer Simulation Feedback Signal Processing, Computer-Assisted Nonlinear Dynamics
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Large-Scale Coarse-to-Fine Object Retrieval Ontology and Deep Local Multitask Learning.

Computational intelligence and neuroscience Jul 18, 2019
Object retrieval plays an increasingly important role in video surveillance, digital marketing, e-commerce, etc. It is facing challenges such as large-scale datasets, imbalanced data, viewpoint, cluster background, and fine-grained details (attribute...
Biological Ontologies Humans Neural Networks, Computer Problem Solving Computer Simulation Resource Allocation Deep Learning
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Decomposition feature selection with applications in detecting correlated biomarkers of bipolar disorders.

Statistics in medicine Jul 15, 2019
Feature selection is an important initial step of exploratory analysis in biomedical studies. Its main objective is to eliminate the covariates that are uncorrelated with the outcome. For highly correlated covariates, traditional feature selection me...
Military Personnel Monte Carlo Method Case-Control Studies Bipolar Disorder United States Machine Learning Humans Biomarkers Computer Simulation Female
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Computational Systems Pharmacology-Target Mapping for Fentanyl-Laced Cocaine Overdose.

ACS chemical neuroscience Jul 15, 2019
The United States of America is fighting against one of its worst-ever drug crises. Over 900 people a week die from opioid- or heroin-related overdoses, while millions more suffer from opioid prescription addiction. Recently, drug overdoses caused by...
Humans Machine Learning Opioid-Related Disorders Drug Overdose Cocaine-Related Disorders Cocaine Computer Simulation Analgesics, Opioid Fentanyl
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AI- modelling of molecular identification and feminization of wolbachia infected Aedes aegypti.

Progress in biophysics and molecular biology Jul 11, 2019
BACKGROUND: The genetic control strategies of vector borne diseases includes the replacement of a vector population by "disease-refractory" mosquitoes and the release of mosquitoes with a gene to control the vector's reproduction rates. Wolbachia are...
Artificial Intelligence Computer Simulation Animals Wolbachia Humans Reproduction Mosquito Vectors Male Aedes Systems Analysis Models, Theoretical Infections Feminization Models, Biological
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Privacy-Preserving Generative Deep Neural Networks Support Clinical Data Sharing.

Circulation. Cardiovascular quality and outcomes Jul 9, 2019
BACKGROUND: Data sharing accelerates scientific progress but sharing individual-level data while preserving patient privacy presents a barrier.
Information Dissemination Computer Security Treatment Outcome Randomized Controlled Trials as Topic Blood Pressure Antihypertensive Agents Confidentiality Data Collection Computer Simulation Deep Learning Hypertension Humans
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In Silico Prediction of Hemolytic Toxicity on the Human Erythrocytes for Small Molecules by Machine-Learning and Genetic Algorithm.

Journal of medicinal chemistry Jul 8, 2019
Hemolytic toxicity of small molecules, as one of the important ADMET end points, can cause the lysis of erythrocytes membrane and leaking of hemoglobin into the blood plasma, which leads to various side effects. Thus, it is very crucial to assess the...
Machine Learning Software Algorithms Humans Hemolysis Small Molecule Libraries Computer Simulation Drug-Related Side Effects and Adverse Reactions Erythrocytes
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Modeling grid fields instead of modeling grid cells : An effective model at the macroscopic level and its relationship with the underlying microscopic neural system.

Journal of computational neuroscience Jul 8, 2019
A neuron's firing correlates are defined as the features of the external world to which its activity is correlated. In many parts of the brain, neurons have quite simple such firing correlates. A striking example are grid cells in the rodent medial e...
Neural Networks, Computer Entorhinal Cortex Computer Simulation Sensory Receptor Cells Action Potentials Orientation, Spatial Animals Models, Neurological
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Using an artificial neural network for fast mapping of the oxygen extraction fraction with combined QSM and quantitative BOLD.

Magnetic resonance in medicine Jul 4, 2019
PURPOSE: To apply an artificial neural network (ANN) for fast and robust quantification of the oxygen extraction fraction (OEF) from a combined QSM and quantitative BOLD analysis of gradient echo data and to compare the ANN to a traditional quasi-New...
Humans Neural Networks, Computer Normal Distribution Magnetic Resonance Imaging Gray Matter Brain Mapping White Matter Oxygen Adult Cerebrovascular Circulation Positron-Emission Tomography Oxygen Consumption Male Healthy Volunteers Least-Squares Analysis Image Processing, Computer-Assisted Brain Computer Simulation Female
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