  | Sharifpour, R., Balda Aizpurua, F., Paparella, I., Read, J., Leysens, Z., Letot, S., Campbell, I., Beckers, E., Collette, F., Phillips, C., Zubkov, M., & Vandewalle, G. (May 2026). Cortical excitability is affected by light exposure - Distinct effects in adolescents and young adults. Neurobiology of Sleep and Circadian Rhythms, 20, 100138. doi:10.1016/j.nbscr.2025.100138  Peer Reviewed verified by ORBi |
 | Read, J., Guillemin, C., Charonitis, M., Requier, F., Beliy, N., Bahri, M. A., Vandewalle, G., & Collette, F. (2026). Effort and motivation to characterize mental fatigue: Behavior and functional connectivity. Motivation Science. doi:10.31234/osf.io/mp2un_v2 Peer Reviewed verified by ORBi Dataset: https://osf.io/yb9p3/ |
 | Campbell, I.* , Balda Aizpurua, J.* , Sharifpour, R., Paparella, I., Beckers, E., Mortazavi, N., Read, J., Phillips, C., Collette, F., Talwar, P., Lamalle, L., Zubkov, M., & Vandewalle, G. (2025). Regional activity within the human amygdala varies with season, mood and illuminance. Nature Communications. doi:10.1038/s41467-025-67715-3 Peer Reviewed verified by ORBi* These authors have contributed equally to this work. |
 | Campbell, I., Sharifpour, R., Balda Aizpurua, F., Beckers, E., Paparella, I., Berger, A., Koshmanova, E., Mortazavi, N., Read, J., Zubkov, M., Talwar, P., Collette, F., Sherif, S., Phillips, C., Lamalle, L., & Vandewalle, G. (2024). Regional response to light illuminance across the human hypothalamus. eLife. doi:10.7554/eLife.96576 Peer Reviewed verified by ORBi |
 | Read, J., Delhaye, E., & Sougné, J. (2024). Computational models can distinguish the contribution from different mechanisms to familiarity recognition. Hippocampus. doi:10.1002/hipo.23588 Peer Reviewed verified by ORBi Dataset: https://osf.io/vpgdm/ |
 | Guillemin, C., Hammad, G., Read, J., Requier, F., Charonitis, M., Delrue, G., Vandeleene, N., LOMMERS, E., Maquet, P., & Collette, F. (June 2022). Pupil response speed as a marker of cognitive fatigue in early Multiple Sclerosis. Multiple Sclerosis and Related Disorders, 65, 104001. doi:10.1016/j.msard.2022.104001 Peer Reviewed verified by ORBi |
 | Sharifpour, R., Balda Aizpurua, F., Paparella, I., Read, J., Leysens, Z., Letot, S., Campbell, I., Beckers, E., Collette, F., Phillips, C., Zubkov, M., & Vandewalle, G. (2024). Cortical Excitability is Affected by Light Exposure – Distinct Effects in Adolescents and Young Adults. bioRxiv. doi:10.1101/2024.08.21.608922 |
 | Read, J., Guillemin, C., Charonitis, M., Requier, F., Bahri, M. A., Vandewalle, G., & Collette, F. (September 2024). Exploration of the interplay between mental fatigue and effort perception using resting-state functional connectivity. Journal of Sleep Research, 33, 276-277. doi:10.1111/jsr.14291 Peer Reviewed verified by ORBi |
 | Read, J., & Sougné, J. (August 2023). Modeling familiarity through the combination of deep learning and Hebbian training. Brain and Cognition, 170, 106050. doi:10.1016/j.bandc.2023.106050 Peer Reviewed verified by ORBi |
Read, J. (2025). Beyond the BOLD signal: What Magnetic Resonance Spectroscopy reveals about the human brain [Paper presentation]. GIGA NEURODAY, Liège, Belgium. Editorial reviewed |
 | Warnier, W., Read, J., Delhaye, E., & Sougné, J. (15 April 2025). Modeling absolute and relative familiarity through Hebbian and anti-Hebbian learning rules [Poster presentation]. RFN Conference 2025. Editorial reviewed |
 | Read, J., Lamalle, L., Zubkov, M., Vandewalle, G., & Collette, F. (07 February 2025). Characterization of glutamatergic changes associated with mental fatigue using magnetic resonance spectroscopic imaging at 7 Tesla [Poster presentation]. MaRBEL 2025, Liège, Belgium. doi:10.17605/OSF.IO/E8Y62 Editorial reviewed |
 | Read, J., Charonitis, M., Requier, F., Guillemin, C., Reyt, M., Folville, A., Geurten, M., Bastin, C., Willems, S., Muto, V., Schmidt, C., & Collette, F. (07 December 2023). Random Forest as a promising tool to investigate links between factors leading to mental fatigue build-up [Poster presentation]. FENS-Hertie Winter School: "Neuroscience of Mental Health", Austria. doi:10.17605/OSF.IO/2JK5V Editorial reviewed |
 | Read, J., & Sougné, J. (17 March 2023). Modeling familiarity through the combination of Deep Learning and Hebbian training [Poster presentation]. 3rd edition of the Recollection, Familiarity, and Novelty Conference, Liège, Belgium. doi:10.17605/OSF.IO/NVXUA Editorial reviewed |
 | Read, J., Guillemin, C., DELRUE, G., Requier, F., Charonitis, M., Phillips, C., LOMMERS, E., MAQUET, P., Defays, D., & Collette, F. (02 June 2022). Exploring factors associated with severe cognitive fatigue symptoms in multiple sclerosis: A decision-tree approach [Poster presentation]. 2022 Annual Meeting of the Belgian Association of Psychological Sciences, Leuven, Belgium. Editorial reviewed |
 | Sharifpour, R., Campbell, I., Paparella, I., Balda Aizpurua, F., Beckers, E., Mortazavi, N., KOSHMANOVA, E., Read, J., Collette, F., Phillips, C., Talwar, P., Lamalle, L., Zubkov, M., & Vandewalle, G. (2025). Light Impact on Thalamo-Cortical Connectivity During an Executive Cognitive Task: Effects of Time of Day and Specificities of Teenagers. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/340100. doi:10.1101/2025.04.03.647005 |
 | Read, J., Benmhammed, N., Requier, F., Gilsoul, J., & Collette, F. (2023). Changes in high level cognitive processes during midlife: a scoping review protocol. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/300743. doi:10.17605/OSF.IO/7FAZK |
