Ghent University Academic Bibliography

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Delayed knowledge transfer : cross-modal knowledge transfer from delayed stimulus to EEG for continuous attention detection based on spike-represented EEG signals

Pengfei Sun (UGent) , Jorg De Winne, Malu Zhang, Paul Devos (UGent) and Dick Botteldooren (UGent)

(2025) NEURAL NETWORKS. 183.
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Towards parameter-free attentional spiking neural networks

Pengfei Sun (UGent) , Jibin Wu, Paul Devos (UGent) and Dick Botteldooren (UGent)

(2025) NEURAL NETWORKS. 185.
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Delay learning based on temporal coding in spiking neural networks

Pengfei Sun (UGent) , Jibin Wu, Malu Zhang, Paul Devos (UGent) and Dick Botteldooren (UGent)

(2024) NEURAL NETWORKS. 180.
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Using top-down modulation to optimally balance shared versus separated task representations

Pieter Verbeke (UGent) and Tom Verguts (UGent)

(2022) NEURAL NETWORKS. 146. p.256-271
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Robot navigation as hierarchical active inference

Ozan Catal, Tim Verbelen (UGent) , Toon Van de Maele, Bart Dhoedt (UGent) and Adam Safron

(2021) NEURAL NETWORKS. 142. p.192-204
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Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality

Alessandro Montalto (UGent) , Sebastiano Stramaglia, Luca Faes, Giovanni Tessitore, Roberto Prevete and Daniele Marinazzo (UGent)

(2015) NEURAL NETWORKS. 71. p.159-171
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Deficient reinforcement learning in medial frontal cortex as a model of dopamine-related motivational deficits in ADHD

Massimo Silvetti (UGent) , Roeljan Wiersema (UGent) , Edmund Barke (UGent) and Tom Verguts (UGent)

(2013) NEURAL NETWORKS. 46. p.199-209
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Learning slow features with reservoir computing for biologically-inspired robot localization

Eric Antonelo (UGent) and Benjamin Schrauwen (UGent)

(2012) NEURAL NETWORKS. 25. p.178-190
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Memory in linear recurrent neural networks in continuous time

Michiel Hermans (UGent) and Benjamin Schrauwen (UGent)

(2010) NEURAL NETWORKS. 23(3). p.341-355
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Compact hardware liquid state machines on FPGA for real-time speech recognition

Benjamin Schrauwen (UGent) , Michiel D'Haene (UGent) , David Verstraeten (UGent) and Jan Van Campenhout (UGent)

(2008) NEURAL NETWORKS. 21(2-3). p.511-523

Academic Bibliography

Delayed knowledge transfer : cross-modal knowledge transfer from delayed stimulus to EEG for continuous attention detection based on spike-represented EEG signals

Towards parameter-free attentional spiking neural networks

Delay learning based on temporal coding in spiking neural networks

Using top-down modulation to optimally balance shared versus separated task representations

Robot navigation as hierarchical active inference

Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality

Deficient reinforcement learning in medial frontal cortex as a model of dopamine-related motivational deficits in ADHD

Learning slow features with reservoir computing for biologically-inspired robot localization

Memory in linear recurrent neural networks in continuous time

Compact hardware liquid state machines on FPGA for real-time speech recognition

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