| 2025 | IWANN | An Event-Related Potential BCI Speller Using a Wearable, Single-Channel EEG Headset with Electrodes on the Forehead. | Arne Van Den Kerchove, Mani Mirsaeedi, Bob Van Dyck, Marc M. Van Hulle |
| 2023 | ICASSP | Decoding Auditory EEG Responses Using an Adapted Wavenet. | Bob Van Dyck, Liuyin Yang, Marc M. Van Hulle |
| 2020 | ESANN | Predicting low gamma- from lower frequency band activity in electrocorticography. | Marc M. Van Hulle, Bob Van Dyck, Benjamin Wittevrongel, Flavio Camarrone, Ine Dauwe, Evelien Carrette, Alfred Meurs, Paul Boon, Dirk Van Roost |
| 2019 | SMC | Monitoring temporal dynamics of steady-state visual evoked potentials. | Benjamin Wittevrongel, Marc M. Van Hulle |
| 2017 | IJCNN | Typicality effect on N400 ERP in categories despite differences in semantic processing. | Mansoureh Fahimi Hnazaee, Marc M. Van Hulle |
| 2012 | ICAISC | Feasibility of Error-Related Potential Detection as Novelty Detection Problem in P300 Mind Spelling. | Nikolay V. Manyakov, Adrien Combaz, Nikolay Chumerin, Arne Robben, Marijn van Vliet, Marc M. Van Hulle |
| 2011 | IDEAL | Decoding Phase-Based Information from Steady-State Visual Evoked Potentials with Use of Complex-Valued Neural Network. | Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle |
| 2010 | ICAISC | Combining ESOMs Trained on a Hierarchy of Feature Subsets for Single-Trial Decoding of LFP Responses in Monkey Area V4. | Nikolay V. Manyakov, Jonas Poelmans, Rufin Vogels, Marc M. Van Hulle |
| 2010 | ICONIP | Toward Automated Electrode Selection in the Electronic Depth Control Strategy for Multi-unit Recordings. | Gert Van Dijck, Ahmad Jezzini, Stanislav Herwik, Sebastian Kisban, Karsten Seidl, Oliver Paul, Patrick Ruther, Francesca Ugolotti Serventi, Leonardo Fogassi, Marc M. Van Hulle, Maria Alessandra Umilt |
| 2010 | IJCCI | Decoding SSVEP Responses using Time Domain Classification. | Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marc M. Van Hulle |
| 2009 | ICMLA | Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling. | Adrien Combaz, Nikolay V. Manyakov, Nikolay Chumerin, Johan A. K. Suykens, Marc M. Van Hulle |
| 2009 | KI | P300 Detection Based on Feature Extraction in On-line Brain-Computer Interface. | Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Johan A. K. Suykens, Refet Firat Yazicioglu, Tom Torfs, Patrick Merken, Herc P. Neves, Chris Van Hoof, Marc M. Van Hulle |
| 2008 | CVPR | Realtime phase-based optical flow on the GPU. | Karl Pauwels, Marc M. Van Hulle |
| 2007 | AAAI | Posterior Probability Profiles for the Automated Assessment of the Recovery of Stroke Patients. | Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hulle |
| 2007 | ESANN | Causality analysis of LFPs in micro-electrode arrays based on mutual information. | Nikolay V. Manyakov, Marc M. Van Hulle |
| 2007 | ICANN | Information Theoretic Derivations for Causality Detection: Application to Human Gait. | Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hulle |
| 2007 | ICDM | A Novel Criterion for Onset Detection: Differential Information Redundancy with Application to Human Movement Initiation. | Gert Van Dijck, Marc M. Van Hulle, Jo Van Vaerenbergh |
| 2006 | BMVC | Optic Flow from Unstable Sequences containing Unconstrained Scenes through Local Velocity Constancy Maximization. | Karl Pauwels, Marc M. Van Hulle |
| 2006 | ICANN | Speeding Up the Wrapper Feature Subset Selection in Regression by Mutual Information Relevance and Redundancy Analysis. | Gert Van Dijck, Marc M. Van Hulle |
| 2006 | ICPR | Onset Detection through Maximal Redundancy Detection. | Gert Van Dijck, Marc M. Van Hulle |
| 2005 | CVPR | Robust Instantaneous Rigid Motion Estimation. | Karl Pauwels, Marc M. Van Hulle |
| 2005 | ICASSP | On nonlinear modular neural filters. | Mo Chen, Danilo P. Mandic, Temujin Gautama, Marc M. Van Hulle |
| 2004 | IJCNN | Modelling the connectivity between terms in the neuroscience literature. | Filip Deleus, Marc M. Van Hulle |
| 2003 | ICASSP | A differential entropy based method for determining the optimal embedding parameters of a signal. | Temujin Gautama, Danilo P. Mandic, Marc M. Van Hulle |
| 2003 | IJCNN | PCA and ICA neural implementations for source separation - a comparative study. | Radu Mutihac, Marc M. Van Hulle |
| 2003 | KES | A Non-parametric Test for Detecting the Complex-Valued Nature of Time Series. | Temujin Gautama, Danilo P. Mandic, Marc M. Van Hulle |