AIMC Topic: Computer Simulation

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SGFSC: speeding the gene functional similarity calculation based on hash tables.

BMC bioinformatics Nov 4, 2016
BACKGROUND: In recent years, many measures of gene functional similarity have been proposed and widely used in all kinds of essential research. These methods are mainly divided into two categories: pairwise approaches and group-wise approaches. Howev...
Humans Algorithms Biomarkers Computer Simulation Semantics Molecular Sequence Annotation Gene Ontology Genomics Computational Biology Programming Languages
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A Self-Organizing Incremental Spatiotemporal Associative Memory Networks Model for Problems with Hidden State.

Computational intelligence and neuroscience Nov 3, 2016
Identifying the hidden state is important for solving problems with hidden state. We prove any deterministic partially observable Markov decision processes (POMDP) can be represented by a minimal, looping hidden state transition model and propose a h...
Markov Chains Computer Simulation Humans Time Factors Memory Neural Networks, Computer Association Models, Theoretical Environment Algorithms
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Why so GLUMM? Detecting depression clusters through graphing lifestyle-environs using machine-learning methods (GLUMM).

European psychiatry : the journal of the Association of European Psychiatrists Nov 1, 2016
BACKGROUND: Key lifestyle-environ risk factors are operative for depression, but it is unclear how risk factors cluster. Machine-learning (ML) algorithms exist that learn, extract, identify and map underlying patterns to identify groupings of depress...
Logistic Models Cluster Analysis Depressive Disorder Male Middle Aged Depression Machine Learning Algorithms Computer Simulation Adult Humans Mental Health Female Risk Factors
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In Silico Testing of an Artificial-Intelligence-Based Artificial Pancreas Designed for Use in the Intensive Care Unit Setting.

Journal of diabetes science and technology Nov 1, 2016
BACKGROUND: Effective glucose control in the intensive care unit (ICU) setting has the potential to decrease morbidity and mortality rates which should in turn lead to decreased health care expenditures. Current ICU-based glucose controllers are math...
Humans Intensive Care Units Blood Glucose Models, Theoretical Pancreas, Artificial Artificial Intelligence Algorithms Computer Simulation
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A limit-cycle self-organizing map architecture for stable arm control.

Neural networks : the official journal of the International Neural Network Society Oct 29, 2016
Inspired by the oscillatory nature of cerebral cortex activity, we recently proposed and studied self-organizing maps (SOMs) based on limit cycle neural activity in an attempt to improve the information efficiency and robustness of conventional singl...
Computer Simulation Humans Biomechanical Phenomena Arm Machine Learning Neural Networks, Computer Robotics Algorithms
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Decentralized event-triggered synchronization of uncertain Markovian jumping neutral-type neural networks with mixed delays.

Neural networks : the official journal of the International Neural Network Society Oct 28, 2016
In this study, we present an approach for the decentralized event-triggered synchronization of Markovian jumping neutral-type neural networks with mixed delays. We present a method for designing decentralized event-triggered synchronization, which on...
Markov Chains Stochastic Processes Uncertainty Neural Networks, Computer Computer Simulation Algorithms Time Factors
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Convolutional Deep Belief Networks for Single-Cell/Object Tracking in Computational Biology and Computer Vision.

BioMed research international Oct 26, 2016
In this paper, we propose deep architecture to dynamically learn the most discriminative features from data for both single-cell and object tracking in computational biology and computer vision. Firstly, the discriminative features are automatically ...
Animals Neural Networks, Computer Models, Statistical Image Interpretation, Computer-Assisted Data Interpretation, Statistical Machine Learning Humans Image Enhancement Microscopy Computer Simulation Cell Tracking Reproducibility of Results Sensitivity and Specificity
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Why public health should embrace the autonomous car.

Australian and New Zealand journal of public health Oct 23, 2016
Accidents, Traffic Safety Automobile Driving Acceleration Computer Simulation Risk Assessment Public Health Automobiles Humans Artificial Intelligence
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Bayesian Nonnegative CP Decomposition-Based Feature Extraction Algorithm for Drowsiness Detection.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Oct 19, 2016
Daytime short nap involves physiological processes, such as alertness, drowsiness and sleep. The study of the relationship between drowsiness and nap based on physiological signals is a great way to have a better understanding of the periodical rhyme...
Machine Learning Sleep Stages Algorithms Humans Young Adult Computer Simulation Pattern Recognition, Automated Diagnosis, Computer-Assisted Sensitivity and Specificity Bayes Theorem Adult Polysomnography Models, Statistical Female Male Electroencephalography Reproducibility of Results Data Interpretation, Statistical
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Unsupervised Learning in an Ensemble of Spiking Neural Networks Mediated by ITDP.

PLoS computational biology Oct 19, 2016
We propose a biologically plausible architecture for unsupervised ensemble learning in a population of spiking neural network classifiers. A mixture of experts type organisation is shown to be effective, with the individual classifier outputs combine...
Action Potentials Unsupervised Machine Learning Neurons Pattern Recognition, Automated Animals Neuronal Plasticity Models, Neurological Nerve Net Pattern Recognition, Physiological Biological Clocks Neural Networks, Computer Computer Simulation Humans
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