Zero-shot cross modal transfer of reinforcement learning policies through a Global Workspace
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Author(s):
Leopold Maytié, Benjamin Devillers, Alexandre Arnold, Rufin Vanrullen
Published in:
Reinforcement Learning Journal, 2025, ISSN 2996-8577
Publisher:
arxiv
DOI:
10.48550/ARXIV.2403.04588
Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics
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Author(s):
Sabine Muzellec, Andrea Almia, Thomas Serre,Rufin Vanrullen
Published in:
ransactions on Machine Learning Research, 2025, ISSN 2835-8856
Publisher:
transactions on Machine Learning Research
DOI:
10.48550/ARXIV.2502.21077
Wave Propagation Phenomena in Nonlinear Hierarchical Neural Networks with Predictive Coding Feedback Dynamics
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Author(s):
Andrea Alamia, Léa Dalliès, Grégory Faye, Rufin VanRullen
Published in:
Bulletin of Mathematical Biology, Issue 87, 2025, ISSN 0092-8240
Publisher:
Springer Science and Business Media LLC
DOI:
10.1007/S11538-025-01492-4
Natural scene reconstruction from fMRI signals using generative latent diffusion
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Author(s):
Furkan Ozcelik, Rufin VanRullen
Published in:
Scientific Reports, Issue 13, 2024, ISSN 2045-2322
Publisher:
Springer Science and Business Media LLC
DOI:
10.1038/S41598-023-42891-8
Modality-Agnostic Decoding of Vision and Language from fMRI
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Author(s):
Mitja Nikolaus, Milad Mozafari, Isabelle Berry, Nicholas Asher, Leila Reddy, Rufin Vanrullen
Published in:
eLife, 2025, ISSN 2050-084X
Publisher:
eLife Sciences Publications
DOI:
10.7554/ELIFE.107933.1
Semi-Supervised Multimodal Representation Learning Through a Global Workspace
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Author(s):
Benjamin Devillers; Léopold aytié; Rufin Vanrullen
Published in:
IEEE Transcations on Neural Networks and Learning Systems, 2024, ISSN 2162-2388
Publisher:
IEEE
DOI:
10.1109/TNNLS.2024.3416701
