Benjamin Schrauwen
10 papers · 2008–2014 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (8) πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge π£ Hot Topic Early Bird
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π
Keyword Champion
(3)
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Trend Setter
ποΈ
Keyword Collector
(74)
π
Century Club
(10)
Conferences
NIPS (7)
JMLR (3)
Top co-authors
Keywords
reservoir computing
(4)
recurrent neural network
(3)
unsupervised learning
(2)
spiking neural network
(2)
density estimation
(1)
collaborative filtering
(1)
transfer learning
(1)
expectation maximization
(1)
brain computer interface
(1)
hierarchical recurrent networks
(1)
automatic speech recognition
(1)
image compression
(1)
deep learning
(1)
music recommendation
(1)
time series
(1)
language modeling
(1)
image denoising
(1)
content-based filtering
(1)
real-time processing
(1)
brain-computer interface
(1)
Papers
Factoring Variations in Natural Images with Deep Gaussian Mixture Models
NIPS 2014
The Student-t Mixture as a Natural Image Patch Prior with Application to Image Compression
JMLR 2014
Deep content-based music recommendation
NIPS 2013
Training and Analysing Deep Recurrent Neural Networks
NIPS 2013
Training Energy-Based Models for Time-Series Imputation
JMLR 2013
Analog readout for optical reservoir computers
NIPS 2012
Oger: Modular Learning Architectures For Large-Scale Sequential Processing
JMLR 2012
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling
NIPS 2012
Phoneme Recognition with Large Hierarchical Reservoirs
NIPS 2010
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing
NIPS 2008