Fetching the paper…
Reading the bibliography…
Learning long-term dependencies in extended temporal sequences requires credit assignment to events far back in the past.
Analogical transfer, problem similarity, and expertise
Novick, R L · 1988
Earlier work this paper cites.
An efficient gradient-based algorithm for on-line training of recurrent network trajectories
Williams, Ronald J and Peng, Jing · 1990
Earlier work this paper cites.
Expectation failures in reminding and explanation
Read, S J and Cesa, I L · 1991
Earlier work this paper cites.
Building a large annotated corpus of english: The penn treebank
Marcus, Mitchell P, Marcinkiewicz, Mary Ann, and Santorini, Beatrice · 1993
Earlier work this paper cites.
Mac/fac: A model of similarity-based retrieval
Forbus, K D, Gentner, D, and Law, K · 1995
Earlier work this paper cites.
Remote analogical reminding
Wharton, C M, Holyoak, K J, and Lange, T E · 1996
Earlier work this paper cites.
Long short-term memory
Hochreiter, Sepp and Schmidhuber, Jürgen · 1997
Earlier work this paper cites.
Reverse replay of behavioural sequences in hippocampal place cells during the awake state
Foster, David J and Wilson, Matthew A · 2006
Earlier work this paper cites.
Top-down and bottom-up attention to memory: A hypothesis on the role of the posterior parietal cortex in memory retrieval
Ciaramelli, E, Grady, C L, and Moscovitch, M · 2008
Earlier work this paper cites.
Hippocampal replay of extended experience
Davidson, Thomas J, Kloosterman, Fabian, and Wilson, Matthew A · 2009
Earlier work this paper cites.
The causes and consequences of reminding
Benjamin, A. S. and Ross, B. H · 2010
Earlier work this paper cites.
Hippocampal replay is not a simple function of experience
Gupta, Anoopum S, van der Meer, Matthijs AA, Touretzky, David S, and Redish, A David · 2010
Cited alongside, same era.
Large text compression benchmark
Mahoney, Matt · 2011
Cited alongside, same era.
Why am i remembering this now? predicting the occurrence of involuntary (spontaneous) episodic memories
Berntsen, Dorthe, Staugaard, Søren Risløv, and Sørensen, Louise Maria Torp · 2013
Cited alongside, same era.
Neural machine translation by jointly learning to align and translate
Bahdanau, Dzmitry, Cho, Kyunghyun, and Bengio, Yoshua · 2014
Cited alongside, same era.
Adam: A method for stochastic optimization
Kingma, Diederik and Ba, Jimmy · 2014
Cited alongside, same era.
Unitary evolution recurrent neural networks
Arjovsky, Martin, Shah, Amar, and Bengio, Yoshua · 2016
Later among the works it cites.
Listen, attend and spell: A neural network for large vocabulary conversational speech recognition
Chan, William, Jaitly, Navdeep, Le, Quoc, and Vinyals, Oriol · 2016
Later among the works it cites.
Cooijmans, Tim, Ballas, Nicolas, Laurent, César, Gülçehre, Çağlar, and Courville, Aaron · 2016
Later among the works it cites.
Hybrid computing using a neural network with dynamic external memory
Graves, Alex, Wayne, Greg, Reynolds, Malcolm, Harley, Tim, Danihelka, Ivo, Grabska-Barwińska, Agnieszka, Colmenarejo, Sergio Gómez, Grefenstette, Edward, Ramalho, Tiago, Agapiou, John, et al · 2016
Later among the works it cites.
Deep residual learning for image recognition
He, Kaiming, Zhang, Xiangyu, Ren, Shaoqing, and Sun, Jian · 2016
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Lee, Dong-Hyun, Zhang, Saizheng, Biard, Antoine, and Bengio, Yoshua · 2014
Cited alongside, same era.
Effective approaches to attention-based neural machine translation
Luong, Minh-Thang, Pham, Hieu, and Manning, Christopher D · 2015
Cited alongside, same era.
Eesen: End-to-end speech recognition using deep rnn models and wfst-based decoding
Miao, Yajie, Gowayyed, Mohammad, and Metze, Florian · 2015
Cited alongside, same era.
Training recurrent networks online without backtracking
Ollivier, Yann, Tallec, Corentin, and Charpiat, Guillaume · 2015
Cited alongside, same era.
Show and tell: A neural image caption generator
Vinyals, Oriol, Toshev, Alexander, Bengio, Samy, and Erhan, Dumitru · 2015
Cited alongside, same era.
Reverse replay of hippocampal place cells is uniquely modulated by changing reward
Ambrose, R. Ellen, Pfeiffer, Brad E., and Foster, David J · 2016
Cited alongside, same era.
Huang, Gao, Liu, Zhuang, Weinberger, Kilian Q, and van der Maaten, Laurens · 2016
Later among the works it cites.
Towards a biologically plausible backprop
Scellier, Benjamin and Bengio, Yoshua · 2016
Later among the works it cites.
Knowing when to look: Adaptive attention via a visual sentinel for image captioning
Lu, Jiasen, Xiong, Caiming, Parikh, Devi, and Socher, Richard · 2017
Later among the works it cites.
Attention is all you need
Vaswani, Ashish, Shazeer, Noam, Parmar, Niki, Uszkoreit, Jakob, Jones, Llion, Gomez, Aidan N, Kaiser, Łukasz, and Polosukhin, Illia · 2017
Later among the works it cites.
An approximation of the error backpropagation algorithm in a predictive coding network with local hebbian synaptic plasticity
Whittington, James CR and Bogacz, Rafal · 2017
Later among the works it cites.