Benjamin Schrauwen
10 papers · 2008–2014 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (47) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(4)
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Keyword Pioneer
π
Keyword Champion
π
Trend Setter
π
Renaissance Researcher
(8)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(77)
Venues
Top co-authors
Research topics
Machine Learning
(10)
Core Methods
(9)
Deep Learning
(6)
Artificial Intelligence
(5)
Architectures
(5)
Learning Types Β· Machine Learning
(5)
Core AI
(4)
Learning Types Β· Deep Learning
(4)
Application Areas
(3)
Optimization & Theory
(3)
Data Science & Analytics
(2)
Natural Language Processing
(2)
Learning Paradigms
(2)
Models
(2)
Computer Science
(1)
Keywords
reservoir computing
(4)
recurrent neural network
(3)
spiking neural network
(2)
unsupervised learning
(2)
gaussian mixture model
(2)
density estimation
(1)
sparse coding
(1)
stochastic gradient descent
(1)
expectation maximization
(1)
language modeling
(1)
hierarchical recurrent networks
(1)
automatic speech recognition
(1)
image compression
(1)
deep learning
(1)
transfer learning
(1)
time series
(1)
image denoising
(1)
speech recognition
(1)
content-based filtering
(1)
brain-computer interface
(1)
Papers
Factoring Variations in Natural Images with Deep Gaussian Mixture Models
NeurIPS 2014
The Student-t Mixture as a Natural Image Patch Prior with Application to Image Compression
JMLR 2014
Deep content-based music recommendation
NeurIPS 2013
Training and Analysing Deep Recurrent Neural Networks
NeurIPS 2013
Training Energy-Based Models for Time-Series Imputation
JMLR 2013
Analog readout for optical reservoir computers
NeurIPS 2012
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling
NeurIPS 2012
Oger: Modular Learning Architectures For Large-Scale Sequential Processing
JMLR 2012
Phoneme Recognition with Large Hierarchical Reservoirs
NeurIPS 2010
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing
NeurIPS 2008