AIMC Topic: Computer Simulation

Clear Filters Showing 2631 to 2640 of 3858 articles

Tonic regulation of stationary asynchronous firing of a neural network.

Journal of computational neuroscience May 16, 2017
The impact of tonic conductance upon population activity was investigated. An extra tonic transmembrane current through GABA-activated extrasynaptic GABA -receptors was found to control stationary asynchronous firing both quantitatively and qualitat...
Neural Networks, Computer Computer Simulation Animals Humans Nonlinear Dynamics gamma-Aminobutyric Acid Nerve Net Action Potentials Neurons Models, Neurological Neural Inhibition
View on PubMed DOI

Synchronization of stochastic reaction-diffusion neural networks with Dirichlet boundary conditions and unbounded delays.

Neural networks : the official journal of the International Neural Network Society May 10, 2017
In this paper, synchronization of stochastic reaction-diffusion neural networks with Dirichlet boundary conditions and unbounded discrete time-varying delays is investigated. By virtue of theories of partial differential equations, inequality methods...
Stochastic Processes Algorithms Computer Simulation Diffusion Neural Networks, Computer
View on PubMed DOI

A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive maps.

BMC bioinformatics May 8, 2017
BACKGROUND: Reconstructing gene regulatory networks (GRNs) from expression data plays an important role in understanding the fundamental cellular processes and revealing the underlying relations among genes. Although many algorithms have been propose...
Computer Simulation Models, Theoretical Time Factors Fuzzy Logic Gene Regulatory Networks Biological Evolution Algorithms
View on PubMed DOI

Hybrid neuro-heuristic methodology for simulation and control of dynamic systems over time interval.

Neural networks : the official journal of the International Neural Network Society May 5, 2017
Simulation and positioning are very important aspects of computer aided engineering. To process these two, we can apply traditional methods or intelligent techniques. The difference between them is in the way they process information. In the first ca...
Time Perception Neural Networks, Computer Computer Simulation Heuristics Artificial Intelligence
View on PubMed DOI

Online cross-validation-based ensemble learning.

Statistics in medicine May 4, 2017
Online estimators update a current estimate with a new incoming batch of data without having to revisit past data thereby providing streaming estimates that are scalable to big data. We develop flexible, ensemble-based online estimators of an infinit...
Databases, Factual Computer Simulation Incidence Algorithms Communicable Diseases Stochastic Processes Online Systems Biostatistics Humans Regression Analysis Machine Learning Likelihood Functions Models, Statistical
View on PubMed DOI

Fast Recall for Complex-Valued Hopfield Neural Networks with Projection Rules.

Computational intelligence and neuroscience May 3, 2017
Many models of neural networks have been extended to complex-valued neural networks. A complex-valued Hopfield neural network (CHNN) is a complex-valued version of a Hopfield neural network. Complex-valued neurons can represent multistates, and CHNNs...
Computer Simulation Neural Networks, Computer Neurons Algorithms Mental Recall
View on PubMed DOI

Robust stability analysis of quaternion-valued neural networks with time delays and parameter uncertainties.

Neural networks : the official journal of the International Neural Network Society Apr 26, 2017
This paper addresses the problem of robust stability for quaternion-valued neural networks (QVNNs) with leakage delay, discrete delay and parameter uncertainties. Based on Homeomorphic mapping theorem and Lyapunov theorem, via modulus inequality tech...
Neural Networks, Computer Computer Simulation Uncertainty Time Factors
View on PubMed DOI

Model-enabled gene search (MEGS) allows fast and direct discovery of enzymatic and transport gene functions in the marine bacterium .

The Journal of biological chemistry Apr 26, 2017
Whereas genomes can be rapidly sequenced, the functions of many genes are incompletely or erroneously annotated because of a lack of experimental evidence or prior functional knowledge in sequence databases. To address this weakness, we describe here...
Molecular Sequence Annotation Pacific Ocean Open Reading Frames Genomic Library Gene Deletion Hawaii Genomics Species Specificity Recombinant Proteins Aliivibrio fischeri Models, Genetic Decapodiformes Reproducibility of Results Computer Simulation Expert Systems Animals Bacterial Proteins Aquatic Organisms Escherichia coli Genetic Complementation Test High-Throughput Nucleotide Sequencing Aquaculture
View on PubMed DOI

In Silico Prediction of Chemicals Binding to Aromatase with Machine Learning Methods.

Chemical research in toxicology Apr 26, 2017
Environmental chemicals may affect endocrine systems through multiple mechanisms, one of which is via effects on aromatase (also known as CYP19A1), an enzyme critical for maintaining the normal balance of estrogens and androgens in the body. Therefor...
Aromatase Neural Networks, Computer Machine Learning Models, Theoretical Support Vector Machine Computer Simulation
View on PubMed DOI

Neural networks subtract and conquer.

eLife Apr 26, 2017
Two theoretical studies reveal how networks of neurons may behave during reward-based learning.
Models, Neurological Computer Simulation Neural Networks, Computer Learning Cognition
View on PubMed DOI
Popular Topics
Recent Journals