AIMC Topic: Computer Simulation

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A simplified computational memory model from information processing.

Scientific reports Nov 23, 2016
This paper is intended to propose a computational model for memory from the view of information processing. The model, called simplified memory information retrieval network (SMIRN), is a bi-modular hierarchical functional memory network by abstracti...
Computer Simulation Learning Cognition Neural Networks, Computer Algorithms Brain Information Storage and Retrieval Electronic Data Processing Memory Humans
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Prediction of Protein-Protein Interactions by Evidence Combining Methods.

International journal of molecular sciences Nov 22, 2016
Most cellular functions involve proteins' features based on their physical interactions with other partner proteins. Sketching a map of protein-protein interactions (PPIs) is therefore an important inception step towards understanding the basics of c...
Molecular Sequence Annotation Gene Ontology Protein Interaction Mapping Protein Interaction Domains and Motifs Arabidopsis Datasets as Topic Saccharomyces cerevisiae Drosophila melanogaster Data Mining High-Throughput Nucleotide Sequencing Mice Computational Biology Support Vector Machine Escherichia coli Proteins Humans Models, Molecular Computer Simulation Animals
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Two-Way Regularized Fuzzy Clustering of Multiple Correspondence Analysis.

Multivariate behavioral research Nov 21, 2016
Multiple correspondence analysis (MCA) is a useful tool for investigating the interrelationships among dummy-coded categorical variables. MCA has been combined with clustering methods to examine whether there exist heterogeneous subclusters of a popu...
Humans Software Algorithms Monte Carlo Method Fuzzy Logic Politics Cluster Analysis Least-Squares Analysis Computer Simulation Canada
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Adaptive exponential synchronization of complex-valued Cohen-Grossberg neural networks with known and unknown parameters.

Neural networks : the official journal of the International Neural Network Society Nov 17, 2016
The complex-valued Cohen-Grossberg neural network is a special kind of complex-valued neural network. In this paper, the synchronization problem of a class of complex-valued Cohen-Grossberg neural networks with known and unknown parameters is investi...
Algorithms Computer Simulation Feedback Neural Networks, Computer Time Factors Models, Theoretical
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Noninvasive Personalization of a Cardiac Electrophysiology Model From Body Surface Potential Mapping.

IEEE transactions on bio-medical engineering Nov 16, 2016
GOAL: We use noninvasive data (body surface potential mapping, BSPM) to personalize the main parameters of a cardiac electrophysiological (EP) model for predicting the response to different pacing conditions.
Diagnosis, Computer-Assisted Computer Simulation Models, Cardiovascular Reproducibility of Results Humans Patient-Centered Care Body Surface Potential Mapping Algorithms Heart Conduction System Sensitivity and Specificity
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Reachable Set Estimation for Markovian Jump Neural Networks With Time-Varying Delays.

IEEE transactions on cybernetics Nov 15, 2016
In this paper, the reachable set estimation problem is investigated for Markovian jump neural networks (NNs) with time-varying delays and bounded peak disturbances. Our goal is to find a set as small as possible which bounds all the state trajectorie...
Neural Networks, Computer Computer Simulation Markov Chains Time Factors Gene Regulatory Networks Stochastic Processes Models, Genetic
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The role of different sampling methods in improving biological activity prediction using deep belief network.

Journal of computational chemistry Nov 14, 2016
Thousands of molecules and descriptors are available for a medicinal chemist thanks to the technological advancements in different branches of chemistry. This fact as well as the correlation between them has raised new problems in quantitative struct...
Models, Theoretical Quantitative Structure-Activity Relationship Neural Networks, Computer Algorithms Computer Simulation Drug Design
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Machine Learning for Characterization of Insect Vector Feeding.

PLoS computational biology Nov 10, 2016
Insects that feed by ingesting plant and animal fluids cause devastating damage to humans, livestock, and agriculture worldwide, primarily by transmitting pathogens of plants and animals. The feeding processes required for successful pathogen transmi...
Computer Simulation Animals Models, Biological Machine Learning Insect Vectors Pattern Recognition, Automated Plethysmography, Impedance Feeding Behavior Sucking Behavior Citrus
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Improved exponential convergence result for generalized neural networks including interval time-varying delayed signals.

Neural networks : the official journal of the International Neural Network Society Nov 9, 2016
This article examines the exponential stability analysis problem of generalized neural networks (GNNs) including interval time-varying delayed states. A new improved exponential stability criterion is presented by establishing a proper Lyapunov-Kraso...
Humans Neural Networks, Computer Computer Simulation Time Perception
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PLAT: An Automated Fault and Behavioural Anomaly Detection Tool for PLC Controlled Manufacturing Systems.

Computational intelligence and neuroscience Nov 7, 2016
Operational faults and behavioural anomalies associated with PLC control processes take place often in a manufacturing system. Real time identification of these operational faults and behavioural anomalies is necessary in the manufacturing industry. ...
Databases, Factual Computer Simulation Models, Theoretical Neural Networks, Computer Algorithms Electronic Data Processing Humans Equipment Failure Analysis Manufacturing and Industrial Facilities
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