Keywords: شبکه دولتی اکو; Fisher memory of dynamical systems; Recurrent neural network; Echo State Network; Reservoir Computing;
مقالات ISI شبکه دولتی اکو (ترجمه نشده)
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Keywords: شبکه دولتی اکو; Bird species identification; Transfer learning; Echo State Network; Biodiversity monitoring;
Keywords: شبکه دولتی اکو; Randomized networks; Physiological data; Preference learning; Extreme learning machine; Echo state network;
Keywords: شبکه دولتی اکو; Echo state network; Polynomial output weights; Reservoir design; ESN training; Singular value decomposition;
Keywords: شبکه دولتی اکو; Adaptive dynamic programming; Echo state network; Online learning; Dissolved oxygen; Wastewater treatment;
Keywords: شبکه دولتی اکو; Electricity energy consumption forecasting; Echo state network; Differential evolution algorithm;
Keywords: شبکه دولتی اکو; Time series prediction; Echo state network; KFM; DBN;
Keywords: شبکه دولتی اکو; Echo State Network; Mutual Information; Pruning Algorithm; Penicillin cultivation process modeling; Parameters optimizing;
Keywords: شبکه دولتی اکو; Time series modelling; Model space; Reservoir computing; Extreme learning machine; Echo state network;
Proton exchange membrane fuel cell ageing forecasting algorithm based on Echo State Network
Keywords: شبکه دولتی اکو; Fuel cell; Prognostic; Echo State Network; Artificial neural network; Reservoir computing;
Keywords: شبکه دولتی اکو; Deep belief network; Echo state network; Memory capacity; Time series prediction;
Keywords: شبکه دولتی اکو; Fractal time series; Multiscaling; Fluctuation analysis; Detrending; Echo state network; Prediction;
Keywords: شبکه دولتی اکو; Balance assessment; Reservoir computing; Echo State Network; Learning with temporal data; Berg Balance Scale;
Keywords: شبکه دولتی اکو; Non-iterative prediction; Interval-valued granularity; Echo state network; Prediction intervals;
Keywords: شبکه دولتی اکو; Time series; Probabilistic prediction; Mean-variance estimation; Echo state network; Prediction interval;
Keywords: شبکه دولتی اکو; Echo state network; Gas-lift oil wells; Vertical riser; Reservoir computing; Soft sensor; System identification;
Keywords: شبکه دولتی اکو; Echo state network; Multi-regime time series; Time series prediction; Genetic algorithm;
Keywords: شبکه دولتی اکو; Simple Recurrent Networks; Vanishing gradient problem; Echo State Network; Grammar prediction task; Sluggish state space; Internal representation
Keywords: شبکه دولتی اکو; Echo state network; Time series classification; Temporal aggregation; Functional space;
Keywords: شبکه دولتی اکو; Echo state network; Double activation function; Batch gradient descent; State update equation; Time-series prediction;
Keywords: شبکه دولتی اکو; Emotion recognition; Echo state network; Sequence clustering; Semi-supervised learning;
Keywords: شبکه دولتی اکو; Short-term wind speed forecasting; Spectral clustering; Echo state network; Wavelet transformation; Genetic algorithm;
Keywords: شبکه دولتی اکو; Echo state network; Extreme learning machine; Phasor measurement units; PV power; Prediction; Tie-line power flow control
Keywords: شبکه دولتی اکو; Echo state network; Reservoir computing; Artificial neural network; Binary particle swarm optimization algorithm; Time-series prediction;
Keywords: شبکه دولتی اکو; Reservoir; Echo state network; Low complexity; Wavelet-neurons; Memory capacity
Keywords: شبکه دولتی اکو; Driving-force estimation; Input estimation; Fault diagnosis and isolation; Echo state network; Expectation-maximization; Rao-Blackwellized particle filter; Posterior Cramer–Rao lower bound
Keywords: شبکه دولتی اکو; Big bang–big crunch optimization algorithm; Distance protection; Echo state network; Thyristor-controlled series capacitor; Time-delay neural network
Keywords: شبکه دولتی اکو; Echo State Network; Reservoir Computing; Sensitive Iterated Pruning Algorithm; Time-series prediction; Simple Cycle Reservoir Network;
Keywords: شبکه دولتی اکو; Variable memory length; Echo state network; Extended Kalman filtering method; Autocorrelation characteristic; Multiple delays
Unsupervised EEG feature extraction based on echo state network
Keywords: شبکه دولتی اکو; EEG signals; Feature extraction; Echo state network; Autoencoder; 00-01; 99-00;
Local Lyapunov exponents of deep echo state networks
Keywords: شبکه دولتی اکو; Reservoir Computing; Echo state network; Deep learning; Deep recurrent neural networks; Deep echo state network; Stability analysis; Lyapunov exponents;
Estimate and characterize PV power at demand-side hybrid system
Keywords: شبکه دولتی اکو; Renewable energy; Distributed generation; Solar irradiation; Echo state network; Data mining;
Effective sparse adaboost method with ESN and FOA for industrial electricity consumption forecasting in China
Keywords: شبکه دولتی اکو; Sparse adaboost; Echo state network; Fruit fly optimization algorithm; Ensemble forecasting; Industrial electricity consumption forecasting;
Original articlesANOVA method applied to proton exchange membrane fuel cell ageing forecasting using an echo state network
Keywords: شبکه دولتی اکو; Analysis of Variance; Echo state network; PEMFC; Ageing forecasting;
PSO-based analysis of Echo State Network parameters for time series forecasting
Keywords: شبکه دولتی اکو; Echo State Network; Reservoir; Evolutionary learning; Particle swarm optimization; Pre-training; Time series prediction;
Spatiotemporal signal classification via principal components of reservoir states
Keywords: شبکه دولتی اکو; Reservoir computing; Echo state network; Time delay reservoir; Signal classification; Clustering; Supervised learning;
Hierarchy echo state network based service-awareness in 10G-EPON
Keywords: شبکه دولتی اکو; passive optical network; service-awareness; hierarchy echo state network; echo state network
Model-coupled autoencoder for time series visualisation
Keywords: شبکه دولتی اکو; Time series; Dimensionality reduction; Echo state network; Autoencoder
A decentralized training algorithm for Echo State Networks in distributed big data applications
Keywords: شبکه دولتی اکو; Recurrent neural network; Echo State Network; Distributed learning; Alternating Direction Method of Multipliers; Big data;
FPGA based spike-time dependent encoder and reservoir design in neuromorphic computing processors
Keywords: شبکه دولتی اکو; Reservoir computing; Recurrent neural network; Echo state network; Encoder; CMOS; Field programmable gate array (FPGA);
Evolutionary pre-training for CRJ-type reservoir of echo state networks
Keywords: شبکه دولتی اکو; Echo state network; Reservoir pre-training; Mutual information; Nonlinear adaptive filters
Online multivariate time series prediction using SCKF-γESN model
Keywords: شبکه دولتی اکو; Echo state network; Multivariate time series; Online prediction; Square root cubature; Kalman filter
An I–V model based on time warp invariant echo state network for photovoltaic array with shaded solar cells
Keywords: شبکه دولتی اکو; Photovoltaic module; I–V characteristics; PV array; Modeling; Echo state network; Shading
Short term memory in input-driven linear dynamical systems
Keywords: شبکه دولتی اکو; Short term memory capacity; Fisher memory curve; Recurrent neural network; Echo state network; Reservoir computing
Nano-scale reservoir computing
Keywords: شبکه دولتی اکو; Quantum dot; Recurrent neural network; Echo state network
Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks
Keywords: شبکه دولتی اکو; Time series; Classification; Echo state network; Dialysis; Feature extraction and selection
Short-term electric load and temperature forecasting using wavelet echo state networks with neural reconstruction
Keywords: شبکه دولتی اکو; Echo state network; Short-term load forecasting; Short-term temperature forecasting; Shuffled frog leaping algorithm; Wavelet transform
Discussion of ‘Reservoir Computing approach to Great Lakes water level forecasting’ by P. Coulibaly [J. Hydrol. 381(2010) 76–88]
Keywords: شبکه دولتی اکو; Reservoir computing; Echo state network; Linear benchmarking; Forecasting; Great lakes; Water levels
Control of discrete chaotic systems based on echo state network modeling with an adaptive noise canceler
Keywords: شبکه دولتی اکو; Echo state network; Adaptive noise canceler; Support vector machine; Chaotic systems; Control
The copula echo state network
Keywords: شبکه دولتی اکو; Copula; Echo state network; Sequential data modeling; Maximum-likelihood