AIMC Topic: Computer Simulation

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Robust modelling of acute toxicity towards fathead minnow (Pimephales promelas) using counter-propagation artificial neural networks and genetic algorithm.

SAR and QSAR in environmental research Jun 20, 2016
Large worldwide use of chemicals has caused great concern about their possible adverse effects on human health, flora and fauna. Increased production of new chemicals has also increased demand for their risk assessment. Traditionally, results from an...
Risk Assessment Organic Chemicals Quantitative Structure-Activity Relationship Toxicity Tests Cyprinidae Algorithms Computer Simulation Animals Neural Networks, Computer
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Optimizing NEURON Simulation Environment Using Remote Memory Access with Recursive Doubling on Distributed Memory Systems.

Computational intelligence and neuroscience Jun 20, 2016
Increase in complexity of neuronal network models escalated the efforts to make NEURON simulation environment efficient. The computational neuroscientists divided the equations into subnets amongst multiple processors for achieving better hardware pe...
Computer Communication Networks Computer Simulation Memory, Long-Term Models, Neurological Humans Neural Networks, Computer Neurons Algorithms
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Detection of broken rotor bar faults in induction motor at low load using neural network.

ISA transactions Jun 18, 2016
The knowledge of the broken rotor bars characteristic frequencies and amplitudes has a great importance for all related diagnostic methods. The monitoring of motor faults requires a high resolution spectrum to separate different frequency components....
Equipment Failure Analysis Fourier Analysis Neural Networks, Computer Databases, Factual Machine Learning Computer Simulation Algorithms
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Shared control of a medical robot with haptic guidance.

International journal of computer assisted radiology and surgery Jun 17, 2016
PURPOSE: Tele-operation of robotic surgery reduces the radiation exposure during the interventional radiological operations. However, endoscope vision without force feedback on the surgical tool increases the difficulty for precise manipulation and t...
Minimally Invasive Surgical Procedures Laparoscopy Robotic Surgical Procedures Feedback, Sensory Touch Perception Stomach Neoplasms User-Computer Interface Humans Robotics Computer Simulation Reproducibility of Results
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Gene expression prediction using low-rank matrix completion.

BMC bioinformatics Jun 17, 2016
BACKGROUND: An exponential growth of high-throughput biological information and data has occurred in the past decade, supported by technologies, such as microarrays and RNA-Seq. Most data generated using such methods are used to encode large amounts ...
Machine Learning Computer Simulation Transcriptome Models, Genetic Humans
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Unsupervised neural spike sorting for high-density microelectrode arrays with convolutive independent component analysis.

Journal of neuroscience methods Jun 15, 2016
BACKGROUND: Unsupervised identification of action potentials in multi-channel extracellular recordings, in particular from high-density microelectrode arrays with thousands of sensors, is an unresolved problem. While independent component analysis (I...
Rabbits Retina Neurons Models, Theoretical Action Potentials Unsupervised Machine Learning Artifacts Microelectrodes Computer Simulation Animals
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Big Data: A Parallel Particle Swarm Optimization-Back-Propagation Neural Network Algorithm Based on MapReduce.

PloS one Jun 15, 2016
A back-propagation (BP) neural network can solve complicated random nonlinear mapping problems; therefore, it can be applied to a wide range of problems. However, as the sample size increases, the time required to train BP neural networks becomes len...
Neural Networks, Computer Algorithms Reproducibility of Results Computer Simulation Computational Biology
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Non-invasive hypoglycemia monitoring system using extreme learning machine for Type 1 diabetes.

ISA transactions Jun 13, 2016
Hypoglycemia is a very common in type 1 diabetic persons and can occur at any age. It is always threatening to the well-being of patients with Type 1 diabetes mellitus (T1DM) since hypoglycemia leads to seizures or loss of consciousness and the possi...
Female Reproducibility of Results Male Adolescent Machine Learning Algorithms Computer Simulation Electrocardiography Hypoglycemia Humans Long QT Syndrome Blood Glucose Neural Networks, Computer Heart Rate Child Diabetes Mellitus, Type 1
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Statistical Performance Analysis of Data-Driven Neural Models.

International journal of neural systems Jun 9, 2016
Data-driven model-based analysis of electrophysiological data is an emerging technique for understanding the mechanisms of seizures. Model-based analysis enables tracking of hidden brain states that are represented by the dynamics of neural mass mode...
Humans Neural Networks, Computer Algorithms Models, Neurological Data Interpretation, Statistical Bayes Theorem Uncertainty Neurons Brain Epilepsy Membrane Potentials Synapses Computer Simulation Seizures Stochastic Processes
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Role of Gaze Cues in Interpersonal Motor Coordination: Towards Higher Affiliation in Human-Robot Interaction.

PloS one Jun 9, 2016
BACKGROUND: The ability to follow one another's gaze plays an important role in our social cognition; especially when we synchronously perform tasks together. We investigate how gaze cues can improve performance in a simple coordination task (i.e., t...
Interpersonal Relations Discrimination, Psychological Reality Testing Cues Female Movement Young Adult Social Behavior Adult Hand Humans Self Concept Male Biomimetics Computers Reaction Time Eye Movements Computer Simulation Robotics
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