Statements (26)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
gptkb:convolutional_neural_network |
| gptkbp:author |
Xingjian Shi, Zhourong Chen, Hao Wang, Dit-Yan Yeung, Wai-kin Wong, Wang-chun Woo
|
| gptkbp:citation |
gptkb:NIPS
2015 Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting |
| gptkbp:hasComponent |
convolutional layer
LSTM cell |
| https://www.w3.org/2000/01/rdf-schema#label |
Convolutional LSTM
|
| gptkbp:input |
image sequences
multidimensional data |
| gptkbp:introduced |
Xingjian Shi
|
| gptkbp:introducedIn |
2015
|
| gptkbp:output |
image sequences
multidimensional data |
| gptkbp:preserves |
spatial information
|
| gptkbp:publishedIn |
gptkb:NIPS_2015
|
| gptkbp:relatedTo |
gptkb:RNN
gptkb:LSTM ConvNet |
| gptkbp:replacedBy |
fully connected layers in LSTM
|
| gptkbp:usedFor |
video prediction
precipitation nowcasting spatiotemporal sequence modeling |
| gptkbp:bfsParent |
gptkb:LSTM
|
| gptkbp:bfsLayer |
7
|