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科研机构
北京航空航天大学 [1]
山东大学 [1]
中南大学 [1]
内容类型
期刊论文 [2]
会议论文 [1]
发表日期
2018 [3]
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Big multi-step wind speed forecasting model based on secondary decomposition, ensemble method and error correction algorithm
期刊论文
Energy Conversion and Management, 2018, 卷号: 156, 页码: 525-541
作者:
Liu, Hui
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2019/12/03
NWP
numerical weather prediction
CS
Cuckoo search
FS
fuzzy system
WRF
weather research and forecasting
KF
Kalman filter
ARIMA
auto-regressive integrated moving average
ARCH
autoregressive conditional heteroskedasticity
ANN
artificial neural networks
SVM
support vector machine
CRO
Coral Reefs optimization algorithm
ELM
extreme learning machine
MFNN
multi-layer feed-forward neural network
SPSA
simultaneous perturbation stochastic approximation
HM
Hammerstein Model
AR
auto-regressive
AdaBoost
adaptive boosting
MLP
multilayer perceptron
DNN-MRT
deep neural network based meta regression and transfer learning
WD
wavelet decomposition
FEEMD
fast ensemble empirical mode decomposition
EMD
empirical mode decomposition
WPD
wavelet packet decomposition
SSA
singular spectrum analysis
BFGS
Broyden–Fletcher–Goldfarb–Shanno Quasi-Newton Back Propagation
LSSVM
least square support vector machine
PSOGSA
partial swarm optimization combined with gravitational search algorithm
FCM
fuzzy C-means
EEMD
ensemble empirical mode decomposition
SampEn
sample entropy
VMD
variational mode decomposition
MAdaBoost
Modified AdaBoost.RT
WF
wavelet filter
MAE
mean absolute error
MAPE
mean absolute percentage error
RMSE
root mean squared error
CWT
continuous wavelet transform
DWT
discrete wavelet transform
LMD
local mean decomposition
ADMM
alternate direction method of multipliers
Big multi-step wind speed forecasting
Wavelet decomposition
Variational mode decomposition
Sample entropy
Modified adaBoost.RT
Wavelet filter
Eye state recognition based on deep integrated neural network and transfer learning
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 卷号: 77, 期号: 15, 页码: 19415-19438
作者:
Zhao, Lei
;
Wang, Zengcai
;
Zhang, Guoxin
;
Qi, Yazhou
;
Wang, Xiaojin
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/11
Eye state recognition
Deep learning
Deep integrated neural network
Transfer learning
A Computing Efficient Hardware Architecture for Sparse Deep Neural Network Computing
会议论文
2018 14th IEEE International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2018 - Proceedings
作者:
Zhang, Y.
;
Ouyang, P.
;
Yin, S.
;
Zhao, W.
;
Wei, S.
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浏览/下载:2/0
  |  
提交时间:2019/12/30
Integrated circuits
Memory architecture
Network architecture
Neural networks
Convolutional neural network
Dataflow
Hardware architecture
Load imbalance
Memory consumption
State of the art
State-of-the-art performance
Switching strategies
Deep neural networks
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