Ghent University Academic Bibliography

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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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Dual Rectified Linear Units (DReLUs) : a replacement for tanh activation functions in quasi-recurrent neural networks

Fréderic Godin, Jonas Degrave (UGent) , Joni Dambre (UGent) and Wesley De Neve (UGent)

(2018) PATTERN RECOGNITION LETTERS. 116. p.8-14
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Quadruped Robots Benefit from Compliant Leg Designs

Brecht Willems (UGent) , Jonas Degrave (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2017) p.3091-3091
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Morphological properties of mass-spring networks for optimal locomotion learning

Gabriel Urbain, Jonas Degrave (UGent) , Benonie Carette, Joni Dambre (UGent) and Francis wyffels (UGent)

(2017) FRONTIERS IN NEUROROBOTICS. 11. p.1-13
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Spatial chirp-Z transformer networks

Jonas Degrave (UGent) , Sander Dieleman (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2016) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2016), Proceedings. p.545-550
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Using deep learning to estimate systolic and diastolic volumes from MRI-images

Jonas Degrave (UGent) , Jeroen Burms (UGent) , Iryna Korshunova and Joni Dambre (UGent)

(2016) BENELEARN 2016 : proceedings of the 25th Belgian-Dutch conference on machine learning.
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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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Developing an embodied gait on a compliant quadrupedal robot

Jonas Degrave (UGent) , Ken Caluwaerts (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2015) IEEE International Conference on Intelligent Robots and Systems. p.4486-4491

Academic Bibliography

Towards improved design and evaluation of epileptic seizure predictors

Dual Rectified Linear Units (DReLUs) : a replacement for tanh activation functions in quasi-recurrent neural networks

Quadruped Robots Benefit from Compliant Leg Designs

Morphological properties of mass-spring networks for optimal locomotion learning

Spatial chirp-Z transformer networks

Using deep learning to estimate systolic and diastolic volumes from MRI-images

Transfer learning of gaits on a quadrupedal robot

Developing an embodied gait on a compliant quadrupedal robot

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