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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Brain-computer interface of focus and motor imagery using wavelet and recurrent neural networks
Brain-computer interface is a technology that allows operating a device
without involving muscles and sound, but directly from the brain through the processed electrical signals. The technology works by capturing electrical or magnetic signals from…
without involving muscles and sound, but directly from the brain through the processed electrical signals. The technology works by capturing electrical or magnetic signals from…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Precipitation prediction using recurrent neural networks and long short-term memory
speed, and solar radiation is beneficial for human life. The variable
observations data is available from time to time for more than thirty years, scattered each observation station makes the opportunity to map patterns into predictions. However,…
observations data is available from time to time for more than thirty years, scattered each observation station makes the opportunity to map patterns into predictions. However,…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Unidirectional-bidirectional recurrent networks for cardiac disorders classification
The deep learning approach of supervised recurrent network classifiers model,
i.e., recurrent neural networks (RNNs), long short-term memory (LSTM), and
gated recurrent units (GRUs) are used in this study. The unidirectional and
bidirectional for…
i.e., recurrent neural networks (RNNs), long short-term memory (LSTM), and
gated recurrent units (GRUs) are used in this study. The unidirectional and
bidirectional for…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 2 2021
Convolution and Recurrent Hybrid Neural Network for Hevea Yield Prediction
Abstract. Deep learning techniques have been used effectively for rubber crop yield prediction. A hybrid of Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) is the best technique for crop yield prediction because it can…