Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. ir. Bart Dhoedt

Faculty of Engineering and Architecture > Department of Information technology

Work address: Technologiepark Zwijnaarde 126
9052 Zwijnaarde
Email: Bart.Dhoedt@UGent.be

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Learning generative state space models for active inference

Ozan Catal (UGent) , Samuel Wauthier (UGent) , Cedric De Boom (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2020) FRONTIERS IN COMPUTATIONAL NEUROSCIENCE. 14.
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You only look as much as you have to : using the free energy principle for active vision

Toon Van de Maele (UGent) , Tim Verbelen (UGent) , Ozan Catal (UGent) , Cedric De Boom (UGent) and Bart Dhoedt (UGent)

(2020) Active inference, First International Workshop, IWAI 2020, Co-located with ECML/PKDD 2020. In Communications in Computer and Information Science 1326. p.92-100
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Sleep : model reduction in deep active inference

Samuel Wauthier (UGent) , Ozan Catal (UGent) , Cedric De Boom (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2020) Active inference, First International Workshop, IWAI 2020, Co-located with ECML/PKDD 2020. In Communications in Computer and Information Science 1326. p.72-83
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Training binary neural networks with knowledge transfer

Sam Leroux (UGent) , Bert Vankeirsbilck (UGent) , Tim Verbelen (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2020) NEUROCOMPUTING. 396. p.534-541
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Learning perception and planning with deep active inference

Ozan Catal (UGent) , Tim Verbelen (UGent) , Johannes Nauta (UGent) , Cedric De Boom (UGent) and Bart Dhoedt (UGent)

(2020) ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). p.3952-3956
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Deep active inference for autonomous robot navigation

Ozan Catal (UGent) , Samuel Wauthier (UGent) , Tim Verbelen (UGent) , Cedric De Boom (UGent) and Bart Dhoedt (UGent)

(2020) the Bridging AI and Cognitive Science (BAICS) Workshop 2020, Proceedings.
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Learning robots to grasp by demonstration

Elias De Coninck (UGent) , Tim Verbelen (UGent) , Pieter Van Molle (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2020) ROBOTICS AND AUTONOMOUS SYSTEMS. 127.
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Learning to grasp arbitrary household objects from a single demonstration

Elias De Coninck (UGent) , Tim Verbelen (UGent) , Pieter Van Molle (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) 2019 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS). In IEEE International Conference on Intelligent Robots and Systems p.2372-2377
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Asynchronous spiking neurons, the natural key to exploit temporal sparsity

Amirreza Yousefzadeh (UGent) , Mina A. Khoei, Sahar Hoseini, Priscila Cavalcante Holanda (UGent) , Sam Leroux (UGent) , Orlando Moreira, Jonathan Tapson, Bart Dhoedt (UGent) , Pieter Simoens (UGent) , Teresa Serrano-Gotarredona, et al.

(2019) IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS. 9(4). p.668-678
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Conversion of synchronous artificial neural network to asynchronous spiking neural network using sigma-delta quantization

Amirreza Yousefzadeh (UGent) , Sahar Hoseini, Priscila Cavalcante Holanda (UGent) , Sam Leroux (UGent) , Thilo Werner (UGent) , Teresa Serrano-Gotarredona, Bernabe Linares Barranco, Bart Dhoedt (UGent) and Pieter Simoens (UGent)

(2019) 2019 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE CIRCUITS AND SYSTEMS (AICAS 2019). In 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) p.81-85

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