Methods > Sequential

Recurrent Neural Networks

METHOD YEAR PAPERS
LSTM
1997 3127
BiLSTM
2001 396
GRU
2014 292
ConvLSTM
2015 64
Pointer Network
2015 55
BiGRU
2014 52
AWD-LSTM
2017 39
Residual GRU
2016 37
Neural Turing Machine
2014 18
CNN BiLSTM
2015 13
WaveRNN
2018 12
QRNN
2016 5
CRF-RNN
2015 4
LMU
2019 4
SNAIL
2017 3
Unitary RNN
2015 3
Hopfield Layer
2020 3
CGRU
2015 2
TSRUs
2020 1
TSRUp
2020 1
TSRUc
2020 1
Associative LSTM
2016 1
SHA-RNN
2019 1
mLSTM
2016 1
ERU
2018 1
Mogrifier LSTM
2019 1
Deep LSTM Reader
2015 1
Pointer Sentinel-LSTM
2016 1
RBPN
2019 1
mRNN
2011 0