AIMC Topic: Computer Simulation

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Fuzzy Counter Propagation Neural Network Control for a Class of Nonlinear Dynamical Systems.

Computational intelligence and neuroscience Aug 20, 2015
Fuzzy Counter Propagation Neural Network (FCPN) controller design is developed, for a class of nonlinear dynamical systems. In this process, the weight connecting between the instar and outstar, that is, input-hidden and hidden-output layer, respecti...
Computer Simulation Fuzzy Logic Neural Networks, Computer Nonlinear Dynamics Machine Learning
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Accurate contact predictions using covariation techniques and machine learning.

Proteins Aug 14, 2015
Here we present the results of residue-residue contact predictions achieved in CASP11 by the CONSIP2 server, which is based around our MetaPSICOV contact prediction method. On a set of 40 target domains with a median family size of around 40 effectiv...
Models, Molecular Software Humans Internet Computer Simulation Amino Acid Sequence Neural Networks, Computer Computational Biology Machine Learning Proteins Models, Statistical Databases, Protein Bacteria Protein Folding Viruses Sequence Alignment Protein Structure, Secondary Protein Interaction Domains and Motifs
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Finite-Time Stabilizability and Instabilizability of Delayed Memristive Neural Networks With Nonlinear Discontinuous Controller.

IEEE transactions on neural networks and learning systems Aug 11, 2015
This paper is concerned about the finite-time stabilizability and instabilizability for a class of delayed memristive neural networks (DMNNs). Through the design of a new nonlinear controller, algebraic criteria based on M -matrix are established for...
Algorithms Computer Simulation Time Factors Humans Neural Networks, Computer Nonlinear Dynamics
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Multistability and Instability of Neural Networks With Discontinuous Nonmonotonic Piecewise Linear Activation Functions.

IEEE transactions on neural networks and learning systems Aug 10, 2015
In this paper, we discuss the coexistence and dynamical behaviors of multiple equilibrium points for recurrent neural networks with a class of discontinuous nonmonotonic piecewise linear activation functions. It is proved that under some conditions, ...
Neural Networks, Computer Algorithms Computer Simulation Humans Time Factors Linear Models
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Novel conditions on exponential stability of a class of delayed neural networks with state-dependent switching.

Neural networks : the official journal of the International Neural Network Society Aug 6, 2015
This paper is concerned with the global exponential stability on a class of delayed neural networks with state-dependent switching. Under the novel conditions, some sufficient criteria ensuring exponential stability of the proposed system are obtaine...
Neural Networks, Computer Computer Simulation Synapses Algorithms
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New Results on Passivity Analysis of Stochastic Neural Networks with Time-Varying Delay and Leakage Delay.

Computational intelligence and neuroscience Aug 5, 2015
The passivity problem for a class of stochastic neural networks systems (SNNs) with varying delay and leakage delay has been further studied in this paper. By constructing a more effective Lyapunov functional, employing the free-weighting matrix appr...
Information Storage and Retrieval Neural Networks, Computer Algorithms Stochastic Processes Time Factors Computer Simulation Nonlinear Dynamics
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Fusing Swarm Intelligence and Self-Assembly for Optimizing Echo State Networks.

Computational intelligence and neuroscience Aug 4, 2015
Optimizing a neural network's topology is a difficult problem for at least two reasons: the topology space is discrete, and the quality of any given topology must be assessed by assigning many different sets of weights to its connections. These two c...
Neural Networks, Computer Algorithms Computer Simulation Models, Theoretical Pattern Recognition, Automated
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A Comparative Study on Multifactor Dimensionality Reduction Methods for Detecting Gene-Gene Interactions with the Survival Phenotype.

BioMed research international Aug 3, 2015
Genome-wide association studies (GWAS) have extensively analyzed single SNP effects on a wide variety of common and complex diseases and found many genetic variants associated with diseases. However, there is still a large portion of the genetic vari...
Epistasis, Genetic Multifactor Dimensionality Reduction Humans Genetic Predisposition to Disease Algorithms Computer Simulation Polymorphism, Single Nucleotide Phenotype Genome-Wide Association Study Genotype
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Fuzzy wavelet plus a quantum neural network as a design base for power system stability enhancement.

Neural networks : the official journal of the International Neural Network Society Aug 1, 2015
In this study, we introduce an indirect adaptive fuzzy wavelet neural controller (IAFWNC) as a power system stabilizer to damp inter-area modes of oscillations in a multi-machine power system. Quantum computing is an efficient method for improving th...
Power Plants Nonlinear Dynamics Industry Wavelet Analysis Computer Simulation Machine Learning Fuzzy Logic Algorithms Neural Networks, Computer
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Complex Rotation Quantum Dynamic Neural Networks (CRQDNN) using Complex Quantum Neuron (CQN): Applications to time series prediction.

Neural networks : the official journal of the International Neural Network Society Jul 31, 2015
Quantum Neural Networks (QNN) models have attracted great attention since it innovates a new neural computing manner based on quantum entanglement. However, the existing QNN models are mainly based on the real quantum operations, and the potential of...
Machine Learning Algorithms Neural Networks, Computer Quantum Theory Forecasting Rotation Prognosis Computers, Hybrid Computer Simulation Neurons
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