To master the heat transfer performance of the condensers, a model based on convolutional neural network and bidirectional gated recurrent unit with attention mechanism (CNN-BiGRU-AT) is adopted to predict their heat transfer coefficients. Taking the condenser of a 1,000 MW unit in a power pla...
def BiGRU_with_Attention(Input, max_time, n_input, gru_size, attention_size, keep_prob, weights_1, biases_1, weights_2, biases_2): ''' Args: Input: The reshaped input EEG signals max_time: The unfolded time slice of BiGRU Model n_input: The input signal size at one time gru_si...
fsj0712/GJO-TCN-BiGRU-AttentionPublic NotificationsYou must be signed in to change notification settings Fork0 Star6 Files main FlipLayer.m GJO.asv GJO.m MAIN.asv MAIN.m calc_error.m data_2020.csv.zip data_process.m initialization.m ...
Research on Short-Term Power Load Forecasting Model Based on NGO-CNN-BIGRU-ATQingyun YuanPan YuLiu TanYonggang WangHeming ZhangIAENG International Journal of Computer Science
Data on Networks Reported by Researchers at Beijing University of Technology (Application of Tcn-bigru Neural Network In pm2.5 Concentration Prediction)BeijingPeople’s Republic of ChinaAsiaNetworksNeural NetworksBeijing University of TechnologyBy a News Reporter-Staff News Editor at Network Daily News 鈥...
Data on Networks Reported by Researchers at China University of Petroleum (Timenet: Time2vec Attention-based Cnn-bigru Neural Network for Predicting Production In Shale and Sandstone Gas Reservoirs)BeijingPeople's Republic of ChinaAsiaNetworksNeural Networks...
YNU_DYX at SemEval-2019 Task 5: A Stacked BiGRU Model Based on Capsule Network in Detection of Hate.doi:10.18653/V1/S19-2096Yunxia DingXiaobing ZhouXuejie ZhangAssociation for Computational LinguisticsNorth American Chapter of the Association for Computational Linguistics...
print('#train BiGRU:') if(train_mode=='online'): model,loss_history=BiGRU(X_train,y_train,X_test,y_test,gru_units=gru_units,dense_units=dense_units,\ input_shape=(15,40),\ batch_size=batch_size,epochs=epochs,drop_out=drop_out, \ ...
YNU-HPCC at SemEval-2020 Task 7: Using an ensemble BiGRU Model to evaluate the Humor of Edited News TitlesThis paper describes a ensemble model designed for Semeval-2020 Task 7. The task is based on the Humicroedit dataset that is comprised of news titles and one-word substitutions ...
a wind power density forecasting mode1 based on rf dbo vmd feature se1ection and bigru optimized by the at10tion mechanismWind power, as a pivotal renewable energy source, is anticipated to play a critical role in ensuring the reliability, security, and stability of the global energy supply ...