Deep Self-Taught Learning for Handwritten Character Recognition - Frédéric Bastien; Yoshua Bengio; Arnaud Bergeron; Nicolas Boulanger-Lewandowski; Thomas M. Breuel; Youssouf Chherawala; Moustapha Cissé; Myriam Côté; Dumitru Erhan; Jeremy Eustache; Xavier Glorot; Xavier Muller; et al. (CoRR, 2010)

Deep Learners Benefit More from Out-of-Distribution Examples. - Yoshua Bengio; Frédéric Bastien; Arnaud Bergeron; Nicolas Boulanger-Lewandowski; Thomas M. Breuel; Youssouf Chherawala; Moustapha Cissé; Myriam Côté; Dumitru Erhan; Jeremy Eustache; Xavier Glorot; Xavier Muller; et al. (AISTATS, 2011)

Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription. - Nicolas Boulanger-Lewandowski; Yoshua Bengio; Pascal Vincent (ICML, 2012)

Discriminative Non-negative Matrix Factorization for Multiple Pitch Estimation. - Nicolas Boulanger-Lewandowski; Yoshua Bengio; Pascal Vincent (ISMIR, 2012)

Advances in optimizing recurrent networks. - Yoshua Bengio; Nicolas Boulanger-Lewandowski; Razvan Pascanu (ICASSP, 2013)

High-dimensional sequence transduction. - Nicolas Boulanger-Lewandowski; Yoshua Bengio; Pascal Vincent (ICASSP, 2013)

Combining modality specific deep neural networks for emotion recognition in video. - Samira Ebrahimi Kahou; Christopher J. Pal; Xavier Bouthillier; Pierre Froumenty; Çaglar Gülçehre; Roland Memisevic; Pascal Vincent; Aaron C. Courville; Yoshua Bengio; Raul Chandias Ferrari; Mehdi Mirza; Sébastien Jean; et al. (ICMI, 2013)

Audio Chord Recognition with Recurrent Neural Networks. - Nicolas Boulanger-Lewandowski; Yoshua Bengio; Pascal Vincent (ISMIR, 2013)

Phone sequence modeling with recurrent neural networks. - Nicolas Boulanger-Lewandowski; Jasha Droppo; Mike Seltzer; Dong Yu 001 (ICASSP, 2014)

Exploiting long-term temporal dependencies in NMF using recurrent neural networks with application to source separation. - Nicolas Boulanger-Lewandowski; Gautham J. Mysore; Matthew D. Hoffman (ICASSP, 2014)

A hybrid recurrent neural network for music transcription. - Siddharth Sigtia; Emmanouil Benetos; Nicolas Boulanger-Lewandowski; Tillman Weyde; Artur S. d'Avila Garcez; Simon Dixon (ICASSP, 2015)

Audio Chord Recognition with a Hybrid Recurrent Neural Network. - Siddharth Sigtia; Nicolas Boulanger-Lewandowski; Simon Dixon (ISMIR, 2015)

Theano: A Python framework for fast computation of mathematical expressions. - Rami Al-Rfou; Guillaume Alain; Amjad Almahairi; Christof Angermüller; Dzmitry Bahdanau; Nicolas Ballas; Frédéric Bastien; Justin Bayer; Anatoly Belikov; Alexander Belopolsky; Yoshua Bengio; Arnaud Bergeron; et al. (CoRR, 2016)

EmoNets: Multimodal deep learning approaches for emotion recognition in video. - Samira Ebrahimi Kahou; Xavier Bouthillier; Pascal Lamblin; Çaglar Gülçehre; Vincent Michalski; Kishore Konda; Sébastien Jean; Pierre Froumenty; Yann N. Dauphin; Nicolas Boulanger-Lewandowski; Raul Chandias Ferrari; Mehdi Mirza; et al. (J. Multimodal User Interfaces, 2016)