Research Explorer

Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.

Researcher

Philémon Brakel

Awards & Distinctions

8 Results

2014

The estimation and application of unnormalized statistical models

Philémon BrakelBenjamin Schrauwen

2013

Bidirectional truncated recurrent neural networks for efficient speech denoising

Philémon BrakelDirk StroobandtBenjamin Schrauwen

Training energy-based models for time-series imputation

Philémon BrakelDirk StroobandtBenjamin Schrauwen

A1 Journal Article in JOURNAL OF MACHINE LEARNING RESEARCH

2012

Energy-based temporal neural networks for imputing missing values

Philémon BrakelBenjamin Schrauwen

Oger: modular learning architectures for large-scale sequential processing

David VerstraetenBenjamin SchrauwenSander DielemanPhilémon BrakelPieter ButeneersDejan Pecevski

A1 Journal Article in JOURNAL OF MACHINE LEARNING RESEARCH

Training restricted Boltzmann machines with multi-tempering: harnessing parallelization

Philémon BrakelSander DielemanBenjamin Schrauwen

2011

Audio-based music classification with a pretrained convolutional network

Sander DielemanPhilémon BrakelBenjamin Schrauwen

2009

Strong systematicity in sentence processing by simple recurrent networks

Philémon BrakelStefan Frank