AIMC Topic: Computer Simulation

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In Silico Prediction of Gamma-Aminobutyric Acid Type-A Receptors Using Novel Machine-Learning-Based SVM and GBDT Approaches.

BioMed research international Aug 8, 2016
Gamma-aminobutyric acid type-A receptors (GABAARs) belong to multisubunit membrane spanning ligand-gated ion channels (LGICs) which act as the principal mediators of rapid inhibitory synaptic transmission in the human brain. Therefore, the category p...
Receptors, GABA-A Amino Acids Ligands Amino Acid Motifs Models, Statistical Brain Decision Trees Computational Biology Computer Simulation Databases, Protein Support Vector Machine Reproducibility of Results Humans Decision Making Machine Learning Algorithms
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Global cluster synchronization in nonlinearly coupled community networks with heterogeneous coupling delays.

Neural networks : the official journal of the International Neural Network Society Aug 3, 2016
This investigation establishes the global cluster synchronization of complex networks with a community structure based on an iterative approach. The units comprising the network are described by differential equations, and can be non-autonomous and i...
Computer Simulation Time Factors Cluster Analysis Nonlinear Dynamics Neural Networks, Computer
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A New Fuzzy-Evidential Controller for Stabilization of the Planar Inverted Pendulum System.

PloS one Aug 2, 2016
In order to realize the stability control of the planar inverted pendulum system, which is a typical multi-variable and strong coupling system, a new fuzzy-evidential controller based on fuzzy inference and evidential reasoning is proposed. Firstly, ...
Computer Simulation Fuzzy Logic Mechanical Phenomena Algorithms
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Introduction.

International journal of neural systems Jul 31, 2016
Spain Congresses as Topic Neural Networks, Computer Neural Prostheses Computer Simulation Retina Electroencephalography Models, Neurological Humans Alzheimer Disease Signal Processing, Computer-Assisted
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Batch Mode TD($\lambda$ ) for Controlling Partially Observable Gene Regulatory Networks.

IEEE/ACM transactions on computational biology and bioinformatics Jul 28, 2016
External control of gene regulatory networks (GRNs) has received much attention in recent years. The aim is to find a series of actions to apply to a gene regulation system making it avoid its diseased states. In this work, we propose a novel method ...
Humans Machine Learning Algorithms Computer Simulation Melanoma Gene Expression Regulation Yeasts Gene Regulatory Networks Computational Biology Least-Squares Analysis
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Stability analysis of switched cellular neural networks: A mode-dependent average dwell time approach.

Neural networks : the official journal of the International Neural Network Society Jul 26, 2016
This paper addresses the exponential stability of switched cellular neural networks by using the mode-dependent average dwell time (MDADT) approach. This method is quite different from the traditional average dwell time (ADT) method in permitting eac...
Neurons Neural Networks, Computer Algorithms Computer Simulation
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Optimization for Service Routes of Pallet Service Center Based on the Pallet Pool Mode.

Computational intelligence and neuroscience Jul 26, 2016
Service routes optimization (SRO) of pallet service center should meet customers' demand firstly and then, through the reasonable method of lines organization, realize the shortest path of vehicle driving. The routes optimization of pallet service ce...
Humans Neural Networks, Computer Models, Theoretical Algorithms Stochastic Processes Computer Simulation Time Factors
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Control of Redundant Kinematic Degrees of Freedom in a Closed-Loop Brain-Machine Interface.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jul 21, 2016
Brain-machine interface (BMI) systems use signals acquired from the brain to directly control the movement of an actuator, such as a computer cursor or a robotic arm, with the goal of restoring motor function lost due to injury or disease of the nerv...
Man-Machine Systems Robotics Macaca mulatta Electroencephalography Feedback, Physiological Task Performance and Analysis Biofeedback, Psychology Computer Simulation Artificial Limbs Joints Animals Models, Biological Exoskeleton Device Male Brain-Computer Interfaces
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Behavioural plasticity in evolving robots.

Theory in biosciences = Theorie in den Biowissenschaften Jul 21, 2016
In this paper, we show how the development of plastic behaviours, i.e., behaviour displaying a modular organisation characterised by behavioural subunits that are alternated in a context-dependent manner, can enable evolving robots to solve their ada...
Computer Simulation Animals Time Factors Neural Networks, Computer Machine Learning Algorithms Robotics Probability Behavior, Animal
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Estimation of umbilical cord blood leptin and insulin based on anthropometric data by means of artificial neural network approach: identifying key maternal and neonatal factors.

BMC pregnancy and childbirth Jul 21, 2016
BACKGROUND: Leptin and insulin levels are key factors regulating fetal and neonatal energy homeostasis, development and growth. Both biomarkers are used as predictors of weight gain and obesity during infancy. There are currently no prediction algori...
Leptin Diabetes, Gestational Anthropometry Computer Simulation Body Mass Index Pregnancy Humans Obesity Female Body Weight Neural Networks, Computer Young Adult Maternal Age Biomarkers Adult Fetal Blood Insulin
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