AIMC Topic: Computer Simulation

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A Gene Selection Method for Microarray Data Based on Binary PSO Encoding Gene-to-Class Sensitivity Information.

IEEE/ACM transactions on computational biology and bioinformatics Jan 1, 2017
Traditional gene selection methods for microarray data mainly considered the features' relevance by evaluating their utility for achieving accurate predication or exploiting data variance and distribution, and the selected genes were usually poorly e...
Biomimetics Oligonucleotide Array Sequence Analysis Support Vector Machine Crowding Computer Simulation Models, Statistical Sensitivity and Specificity Reproducibility of Results Models, Biological Gene Expression Profiling Algorithms
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A Novel Cluster Head Selection Algorithm Based on Fuzzy Clustering and Particle Swarm Optimization.

IEEE/ACM transactions on computational biology and bioinformatics Jan 1, 2017
An important objective of wireless sensor network is to prolong the network life cycle, and topology control is of great significance for extending the network life cycle. Based on previous work, for cluster head selection in hierarchical topology co...
Algorithms Computer Simulation Fuzzy Logic Cluster Analysis Models, Statistical Biomimetics Computer Communication Networks Wireless Technology Crowding
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Symbiosis-Based Alternative Learning Multi-Swarm Particle Swarm Optimization.

IEEE/ACM transactions on computational biology and bioinformatics Jan 1, 2017
Inspired by the ideas from the mutual cooperation of symbiosis in natural ecosystem, this paper proposes a new variant of PSO, named Symbiosis-based Alternative Learning Multi-swarm Particle Swarm Optimization (SALMPSO). A learning probability to sel...
Cooperative Behavior Computer Simulation Symbiosis Learning Animals Humans Models, Biological Machine Learning Ecosystem Biomimetics Models, Statistical Algorithms
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Collection of Simulated Data from a Thalamocortical Network Model.

Neuroinformatics Jan 1, 2017
A major challenge in experimental data analysis is the validation of analytical methods in a fully controlled scenario where the justification of the interpretation can be made directly and not just by plausibility. In some sciences, this could be a ...
Neural Pathways Thalamus Membrane Potentials Animals Models, Neurological Neurons Information Dissemination Datasets as Topic Cerebral Cortex Neural Networks, Computer Software Computer Simulation Humans
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Parallel Computing for Brain Simulation.

Current topics in medicinal chemistry Jan 1, 2017
BACKGROUND: The human brain is the most complex system in the known universe, it is therefore one of the greatest mysteries. It provides human beings with extraordinary abilities. However, until now it has not been understood yet how and why most of ...
Humans Neural Networks, Computer Brain Computer Simulation Models, Neurological Neurosciences
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Evaluating Computational Gene Ontology Annotations.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2017
Two avenues to understanding gene function are complementary and often overlapping: experimental work and computational prediction. While experimental annotation generally produces high-quality annotations, it is low throughput. Conversely, computati...
Humans Computer Simulation Animals Computational Biology Molecular Sequence Annotation Databases, Genetic Gene Ontology Proteins Genome Models, Biological
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Stationary Wavelet Transform and AdaBoost with SVM Based Pathological Brain Detection in MRI Scanning.

CNS & neurological disorders drug targets Jan 1, 2017
This paper presents an automatic classification system for segregating pathological brain from normal brains in magnetic resonance imaging scanning. The proposed system employs contrast limited adaptive histogram equalization scheme to enhance the di...
Wavelet Analysis Image Interpretation, Computer-Assisted Pattern Recognition, Automated Humans Brain Diseases Brain Computer Simulation Magnetic Resonance Imaging Models, Neurological Sensitivity and Specificity Support Vector Machine
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SpineCreator: a Graphical User Interface for the Creation of Layered Neural Models.

Neuroinformatics Jan 1, 2017
There is a growing requirement in computational neuroscience for tools that permit collaborative model building, model sharing, combining existing models into a larger system (multi-scale model integration), and are able to simulate models using a va...
Humans Neural Networks, Computer Models, Neurological Neurons Corpus Striatum Basal Ganglia Software Computer Simulation User-Computer Interface
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Adaptive Neural Network Control for the Trajectory Tracking of the Furuta Pendulum.

IEEE transactions on cybernetics Dec 1, 2016
The purpose of this paper is to introduce a novel adaptive neural network-based control scheme for the Furuta pendulum, which is a two degree-of-freedom underactuated system. Adaptation laws for the input and output weights are also provided. The pro...
Mechanical Phenomena Models, Theoretical Robotics Rotation Neural Networks, Computer Algorithms Computer Simulation
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A fuzzy neural network sliding mode controller for vibration suppression in robotically assisted minimally invasive surgery.

The international journal of medical robotics + computer assisted surgery : MRCAS Dec 1, 2016
BACKGROUND: It is very important for robotically assisted minimally invasive surgery to achieve a high-precision and smooth motion control. However, the surgical instrument tip will exhibit vibration caused by nonlinear friction and unmodeled dynamic...
Robotic Surgical Procedures Motion Phantoms, Imaging Models, Theoretical Fuzzy Logic Minimally Invasive Surgical Procedures Tremor Vibration Humans Algorithms Computer Simulation Neural Networks, Computer Reproducibility of Results
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