: Vocabulario de PLN: capsule neural network

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capsule neural network

A type of neural network that imitates biological neural organization by using "capsule" which is a group of neurons representing parameters of an object or an object part. (Adapted from Khikmatullaev et al., Capsule Neural Networks for Text Classification (thesis), 2019)

Our analysis shows that our CapsNet performs nearly as well as a more complex LSTM under certain training conditions but not others and that our CapsNet almost always outperforms our CNN. (Zupon, Rafique & Surdeanu, 2020)
Overall the LSTM performs best in most conditions but the CapsNet often comes close. (Zupon, Rafique & Surdeanu, 2020)
This paper investigates the CapsNet architecture in comparison with LSTMs and CNNs. (Zupon, Rafique & Surdeanu, 2020)

http://data.loterre.fr/ark:/67375/8LP-XFS4266S-2

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