Ghent University Academic Bibliography

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- Journal Article
- A1
- open access
Towards improved design and evaluation of epileptic seizure predictors

Iryna Korshunova, Pieter-Jan Kindermans, Jonas Degrave (UGent) , Thibault Verhoeven (UGent) , Benjamin Brinkmann and Joni Dambre (UGent)

(2018) IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 65(3). p.502-510
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- Journal Article
- A1
- open access
Learning from label proportions in brain-computer interfaces : online unsupervised learning with guarantees

David Hübner, Thibault Verhoeven (UGent) , Konstantin Schmid, Klaus-Robert Müller, Michael Tangermann and Pieter-Jan Kindermans

(2017) PLOS ONE. 12(4).
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- Conference Paper
- C1
- open access
Reducing BCI calibration time with transfer learning: a shrinkage approach

Thibault Verhoeven (UGent) , Pieter-Jan Kindermans (UGent) , Stefaan Vandenberghe (UGent) and Joni Dambre (UGent)

(2016) Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future.
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Deep dynamic neural networks for multimodal gesture segmentation and recognition

Di Wu, Lionel Pigou (UGent) , Pieter-Jan Kindermans (UGent) , Nam LE, Ling Shao, Joni Dambre (UGent) and Jean-Marc Odobez

(2016) IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 38(8). p.1583-1597
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- Conference Paper
- P1
- open access
Sign language recognition using convolutional neural networks

Lionel Pigou (UGent) , Sander Dieleman (UGent) , Pieter-Jan Kindermans (UGent) and Benjamin Schrauwen (UGent)

(2015) Lecture Notes in Computer Science. p.572-578
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Transfer learning of gaits on a quadrupedal robot

Jonas Degrave (UGent) , Michaël Burm (UGent) , Pieter-Jan Kindermans (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2015) ADAPTIVE BEHAVIOR. 23(2). p.69-82
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- PhD Thesis
- open access
A Bayesian machine learning framework for true zero-training brain-computer interfaces

Pieter-Jan Kindermans (UGent)

(2014)
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- Journal Article
- A1
- open access
Integrating dynamic stopping, transfer learning and language models in an adaptive zero-training ERP speller

Pieter-Jan Kindermans (UGent) , Michael Tangermann, Klaus-Robert Müller and Benjamin Schrauwen (UGent)

(2014) JOURNAL OF NEURAL ENGINEERING. 11(3).
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- Conference Paper
- C3
- open access
An unsupervised plug and play BCI with consumer grade hardware

Thibault Verhoeven (UGent) , Pieter Buteneers (UGent) , Benjamin Schrauwen (UGent) and Pieter-Jan Kindermans (UGent)

(2014) Berlin BCI Winter School 2014, Abstracts.
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- Conference Paper
- C3
An unsupervised plug and play BCI with consumer grade hardware

Thibault Verhoeven (UGent) , Pieter Buteneers (UGent) , Benjamin Schrauwen (UGent) and Pieter-Jan Kindermans (UGent)

(2014) Machine Learning Summer School Beijing, Abstracts.

Academic Bibliography

Towards improved design and evaluation of epileptic seizure predictors

Learning from label proportions in brain-computer interfaces : online unsupervised learning with guarantees

Reducing BCI calibration time with transfer learning: a shrinkage approach

Deep dynamic neural networks for multimodal gesture segmentation and recognition

Sign language recognition using convolutional neural networks

Transfer learning of gaits on a quadrupedal robot

A Bayesian machine learning framework for true zero-training brain-computer interfaces

Integrating dynamic stopping, transfer learning and language models in an adaptive zero-training ERP speller

An unsupervised plug and play BCI with consumer grade hardware

An unsupervised plug and play BCI with consumer grade hardware

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