| 2026 | ESANN | Predictive Coding inspired convolutional networks can capture the neural dynamics of recurrent processing in human image recognition. | Manshan Guo, Bhavin Choksi, Sari Sadiya, Pablo Oyarzo, Radoslaw Martin Cichy, Gemma Roig |
| 2025 | ESANN | Analysing the impact of brain-inspired predictive coding dynamics through gradient based explainability methods. | Bhavin Choksi, Gionata Paolo Zalaffi, Giovanna Maria Dimitri, Gemma Roig |
| 2025 | ESANN | Predictive Coding Dynamics Enhance Model-Brain Similarity. | Manshan Guo, Michael Samjatin, Bhavin Choksi, Sari Sadiya, Radoslaw Martin Cichy, Gemma Roig |
| 2024 | ECCV | Limited but Consistent Gains in Adversarial Robustness by Co-training Object Recognition Models with Human EEG. | Manshan Guo, Bhavin Choksi, Sari Sadiya, Alessandro T. Gifford, Martina G. Vilas, Radoslaw Martin Cichy, Gemma Roig |
| 2022 | IJCNN | Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs. | Furkan Ozcelik, Bhavin Choksi, Milad Mozafari, Leila Reddy, Rufin VanRullen |
| 2021 | CoNLL | Does language help generalization in vision models? | Benjamin Devillers, Bhavin Choksi, Romain Bielawski, Rufin VanRullen |