rnn.bib

@inproceedings{BahdanauICLR15,
    author = {Bahdanau, Dzmitry and Cho, Kyunghyun and Bengio, Yoshua},
    title = {{N}eural machine translation by jointly learning to align and translate},
    booktitle = {3rd International Conference on Learning Representations (ICLR)},
    address = {San Diego, CA},
    month = may,
    year = 2015
}

@misc{Battenberg17,
    author = {Battenberg, Eric and Chen, Jitong and Child, Rewon and Coates, Adam and Gaur, Yashesh and Li, Yi and Liu, Hairong and Satheesh, Sanjeev and Seetapun, David and Sriram, Anuroop and Zhu, Zhenyao},
    title = {Exploring Neural Transducers for End-to-End Speech Recognition},
    year = 2017,
    month = jul,
    howpublished = {arXiv:1707.07413}
}

@inproceedings{ChoEMNLP14,
    author = {Cho, Kyunghyun and van Merri\"enboer, Bart and Gulcehre, Caglar and Bahdanau, Dzmitry and Bougares, Fethi and Schwenk, Holger and Bengio, Yoshua},
    title = {{L}earning Phrase Representations using {RNN} encoder--decoder for statistical machine translation},
    booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
    pages = {1724--1734},
    month = oct,
    year = 2014,
    address = {Doha, Qatar},
    organization = {Association for Computational Linguistics},
    source = {actual paper}
}

@article{GersNC00,
    author = {Gers, Felix A. and Shmidhuber, J\"urgen and Cummins, Fred},
    title = {{L}earning to forget: {C}ontinual prediction with LSTM},
    journal = {Neural Comput.},
    volume = {12},
    number = {10},
    pages = {2451--2471},
    month = oct,
    year = 2000,
    source = {actual paper}
}

@book{GoodfellowDL,
    author = {Goodfellow, Ian and Bengio, Yoshua and Courville, Aaron},
    title = {{D}eep Learning},
    publisher = {MIT Press},
    note = {\texttt{https://www.deeplearningbook.org}},
    year = 2016,
    source = {actual paper}
}

@inproceedings{GravesICASSP13,
    author = {Graves, Alex and Mohamed, Abdel-rahman and Hinton, Geoffrey},
    title = {{S}peech recognition with deep recurrent neural networks},
    booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing},
    year = 2013
}

@inproceedings{GravesIEEETPAMI09,
    author = {Graves, Alex and Liwicki, Marcus and Fern\'andez, Santiago and Bertolami, Roman and Bunke, Horst and Schmidhuber, J\"urgen},
    title = {A novel connectionist system for unconstrained handwriting recognition},
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    number = 5,
    year = 2009,
    month = may,
    pages = {855--868}
}

@article{GreffIEEENNLS17,
    author = {Greff, Klaus and Srivastava, Rupesh K. and Koutn\'ik, Jan and Steunebrink, Bas R. and Schmidhuber, J\"urgen},
    title = {LSTM: {A} search space odyssey},
    journal = {IEEE Trans. Neural Netw. Learn. Syst.},
    month = oct,
    volume = 28,
    number = 10,
    pages = {2222--2232},
    year = 2017
}

@article{HochreiterNC97,
    author = {Hochreiter, Sepp and Schmidhuber, J\"urgen},
    title = {{L}ong short-term memory},
    journal = {Neural Comput.},
    volume = 9,
    number = 8,
    pages = {1735--1780},
    month = nov,
    year = 1997,
    source = {actual paper}
}

@inproceedings{JozefowiczICML15,
    author = {Jozefowicz, Rafal and Zaremba, Wojciech and Sutskever, Ilya},
    title = {{A}n empirical exploration of recurrent network architectures},
    booktitle = {Proceedings of the 32nd International Conference on Machine Learning},
    address = {Lille, France},
    year = 2015,
    volume = 37,
    series = {JMLR Workshop and Conference Proceedings},
    organization = {International Machine Learning Society},
    source = {actual paper}
}

@phdthesis{MikolovPhD12,
    author = {Mikolov, Tomas},
    title = {{S}tatistical Language Models Based on Neural Networks},
    school = {Brno University of Technology},
    year = 2012
}

@inproceedings{PascanuICML13,
    author = {Pascanu, Razvan and Mikolov, Tomas and Bengo, Yoshua},
    title = {{O}n the difficulty of training recurrent neural networks},
    booktitle = {Proceedings of the 30th International Conference on Machine Learning},
    month = jun,
    year = 2013,
    address = {Atlanta, GA},
    series = {Proceedings of Machine Learning Research},
    volume = 28
}

@inproceedings{PascanuICLR14,
    author = {Pascanu, Razvan and Gulcehre, Caglar and Cho, Kyunghyun and Bengio, Yoshua},
    title = {{H}ow to construct deep recurrent neural networks},
    booktitle = {2nd International Conference on Learning Representations (ICLR 2014)},
    month = apr,
    year = 2014,
    address = {Banff, Canada},
    source = {actual paper}
}

@misc{performanceRNN,
    author = {Simon, Ian and Oore, Sageev},
    title = {Performance {RNN}: {G}enerating music with expressive timing and dynamics},
    month = jun,
    year = 2017,
    howpublished = {\blueurl{https://magenta.tensorflow.org/performance-rnn}}
}

@article{PollackAI90,
    author = {Pollack, Jordan B.},
    title = {{R}ecursive distributed representations},
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    number = 1,
    month = nov,
    year = 1990,
    pages = {77-105}
}

@inproceedings{RenAAAICAI16,
    author = {Ren, Jimmy and Hu, Yongtao and Tai, Yu-Wing and Wang, Chuan and Xu, Li and Sun, Wenxiu and Yan, Qiong},
    title = {Look, listen, and learn---{A} multimodal {LSTM} for speaker identification},
    booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence ({AAAI}-16)},
    year = 2016,
    month = feb,
    address = {Phoenix, AZ},
    pages = {3581--3587}
}

@article{SchusterIEEESP97,
    author = {Schuster, Mike and Paliwal, Kuldip K.},
    title = {{B}idirectional recurrent neural networks},
    journal = {IEEE Trans. Signal Process.},
    volume = 45,
    number = 11,
    month = nov,
    year = 1997,
    pages = {2673--2681}
}

@inproceedings{SrivastavaICML15,
    author = {Srivastava, Nitish and Mansimov, Elman and Salakhutdinov, Ruslan},
    title = {Unsupervised learning of video representations using {LSTM}s},
    booktitle = {Proceedings of the 32nd International Conference on Machine Learning ({ICML})},
    volume = 37,
    address = {Lille, France},
    month = jul,
    year = 2015,
    pages = {843--852}
}

@misc{Sutskever14,
    author = {Sutskever, Ilya and Vinyals, Oriol and Le, Quoc V.},
    title = {{S}equence to sequence learning with neural networks},
    year = 2014,
    month = Sep,
    howpublished = {arXiv:1409.3215}
}

@misc{Vukotic17,
    author = {Vukoti\'c, Vedran and Pintea, Silvia-Laura and Raymond, Christian and Gravier, Guillaume and van Gemert, Jan C.},
    title = {One-step time-dependent future video frame prediction with a convolutional encoder--decoder neural network},
    year = 2017,
    month = jul,
    howpublished = {arXiv:1702.04125}
}

@article{WuJIRS07,
    author = {Wu, Yilei and Song, Qing and Yang, Xulei},
    title = {Robust recurrent neural network control of biped robot},
    journal = {J. Intell. Robot Syst.},
    year = 2007,
    volume = 49,
    number = 2,
    month = jun,
    pages = {151--169}
}