Rufin VanRullen

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 54

Top Topics

Reinforcement Learning

Object Representations

Top Venues

J. Cogn. Neurosci.

Neural Networks

Publications

Andrea Alamia, Rufin VanRullen
A Traveling Waves Perspective on Temporal Binding. J. Cogn. Neurosci. 36 (4) (2024)
Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection. CoRR (2024)
Mitja Nikolaus, Milad Mozafari, Nicholas Asher, Leila Reddy, Rufin VanRullen
Modality-Agnostic fMRI Decoding of Vision and Language. CoRR (2024)
Léopold Maytié, Benjamin Devillers, Alexandre Arnold, Rufin VanRullen
Zero-shot cross-modal transfer of Reinforcement Learning policies through a Global Workspace. CoRR (2024)
Victor Boutin, Rishav Mukherji, Aditya Agrawal, Sabine Muzellec, Thomas Fel, Thomas Serre, Rufin VanRullen
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks. CoRR (2024)
Andrea Alamia, Milad Mozafari, Bhavin Choksi, Rufin VanRullen
On the role of feedback in image recognition under noise and adversarial attacks: A predictive coding perspective. Neural Networks 157 (2023)
Romain Bielawski, Rufin VanRullen
CLIP-based image captioning via unsupervised cycle-consistency in the latent space. RepL4NLP@ACL (2023)
Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
Learning Functional Transduction. CoRR (2023)
Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
Multimodal decoding of human brain activity into images and text. UniReps (2023)
Grégory Faye, Guilhem Fouilhé, Rufin VanRullen
Mathematical derivation of wave propagation properties in hierarchical neural networks with predictive coding feedback dynamics. CoRR (2023)
Furkan Ozcelik, Rufin VanRullen
Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion. CoRR (2023)
Patrick Butlin, Robert Long, Eric Elmoznino, Yoshua Bengio, Jonathan Birch, Axel Constant, George Deane, Stephen M. Fleming, Chris Frith, Xu Ji, Ryota Kanai, Colin Klein, Grace Lindsay, Matthias Michel, Liad Mudrik, Megan A. K. Peters, Eric Schwitzgebel, Jonathan Simon, Rufin VanRullen
Consciousness in Artificial Intelligence: Insights from the Science of Consciousness. CoRR (2023)
Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
Learning Functional Transduction. NeurIPS (2023)
Matteo Ferrante, Furkan Ozcelik, Tommaso Boccato, Rufin VanRullen, Nicola Toschi
Brain Captioning: Decoding human brain activity into images and text. CoRR (2023)
Sabine Muzellec, Léo Andéol, Thomas Fel, Rufin VanRullen, Thomas Serre
Gradient strikes back: How filtering out high frequencies improves explanations. CoRR (2023)
Benjamin Devillers, Léopold Maytié, Rufin VanRullen
Semi-supervised Multimodal Representation Learning through a Global Workspace. CoRR (2023)
Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
Meta-Reinforcement Learning with Self-Modifying Networks. NeurIPS (2022)
Bhavin Choksi, Milad Mozafari, Rufin VanRullen, Leila Reddy
Multimodal neural networks better explain multivoxel patterns in the hippocampus. CoRR (2022)
Mohit Vaishnav, Rémi Cadène, Andrea Alamia, Drew Linsley, Rufin VanRullen, Thomas Serre
Understanding the Computational Demands Underlying Visual Reasoning. Neural Comput. 34 (5) (2022)
Furkan Ozcelik, Bhavin Choksi, Milad Mozafari, Leila Reddy, Rufin VanRullen
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs. IJCNN (2022)
Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
DAROD: A Deep Automotive Radar Object Detector on Range-Doppler maps. IV (2022)
Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
A Discourse on MetODS: Meta-Optimized Dynamical Synapses for Meta-Reinforcement Learning. CoRR (2022)
Romain Bielawski, Benjamin Devillers, Tim Van de Cruys, Rufin VanRullen
When does CLIP generalize better than unimodal models? When judging human-centric concepts. RepL4NLP@ACL (2022)
Bhavin Choksi, Milad Mozafari, Rufin VanRullen, Leila Reddy
Multimodal neural networks better explain multivoxel patterns in the hippocampus. Neural Networks 154 (2022)
Furkan Ozcelik, Bhavin Choksi, Milad Mozafari, Leila Reddy, Rufin VanRullen
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs. CoRR (2022)
Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
A recurrent CNN for online object detection on raw radar frames. CoRR (2022)
Zhaoyang Pang, Callum Biggs O'May, Bhavin Choksi, Rufin VanRullen
Predictive coding feedback results in perceived illusory contours in a recurrent neural network. Neural Networks 144 (2021)
Zhaoyang Pang, Callum Biggs O'May, Bhavin Choksi, Rufin VanRullen
Predictive coding feedback results in perceived illusory contours in a recurrent neural network. CoRR (2021)
Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, Benjamin Ador, Andrea Alamia, Rufin VanRullen
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics. CoRR (2021)
Rufin VanRullen, Andrea Alamia
GAttANet: Global Attention Agreement for Convolutional Neural Networks. ICANN (1) (2021)
Samson Chota, Phillipe Marque, Rufin VanRullen
Occipital alpha-TMS causally modulates temporal order judgements: Evidence for discrete temporal windows in vision. NeuroImage 237 (2021)
Rufin VanRullen, Andrea Alamia
GAttANet: Global attention agreement for convolutional neural networks. CoRR (2021)
Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, Benjamin Ador, Andrea Alamia, Rufin VanRullen
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics. NeurIPS (2021)
Canhuang Luo, Sasskia Brüers, Isabelle Berry, Rufin VanRullen, Leila Reddy
Tentative fMRI signatures of perceptual echoes in early visual cortex. NeuroImage 237 (2021)
Andrea Alamia, Milad Mozafari, Bhavin Choksi, Rufin VanRullen
On the role of feedback in visual processing: a predictive coding perspective. CoRR (2021)
Benjamin Devillers, Romain Bielawski, Bhavin Choski, Rufin VanRullen
Does language help generalization in vision models? CoRR (2021)
Mathieu Chalvidal, Matthew Ricci, Rufin VanRullen, Thomas Serre
Go with the flow: Adaptive control for Neural ODEs. ICLR (2021)
Benjamin Devillers, Bhavin Choksi, Romain Bielawski, Rufin VanRullen
Does language help generalization in vision models? CoNLL (2021)
Mohit Vaishnav, Rémi Cadène, Andrea Alamia, Drew Linsley, Rufin VanRullen, Thomas Serre
Understanding the computational demands underlying visual reasoning. CoRR (2021)
Milad Mozafari, Leila Reddy, Rufin VanRullen
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN. CoRR (2020)
Milad Mozafari, Leila Reddy, Rufin VanRullen
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN. IJCNN (2020)
Mathieu Chalvidal, Matthew Ricci, Rufin VanRullen, Thomas Serre
Neural Optimal Control for Representation Learning. CoRR (2020)
Rufin VanRullen, Ryota Kanai
Deep Learning and the Global Workspace Theory. CoRR (2020)
Andrea Alamia, Alexandre Zenon, Rufin VanRullen, Julie Duque, Gérard Derosière
Implicit visual cues tune oscillatory motor activity during decision-making. NeuroImage 186 (2019)
Andrea Alamia, Victor Gauducheau, Dimitri Paisios, Rufin VanRullen
Which Neural Network Architecture matches Human Behavior in Artificial Grammar Learning? CoRR (2019)
Rasa Gulbinaite, Diane H. M. Roozendaal, Rufin VanRullen
Attention differentially modulates the amplitude of resonance frequencies in the visual cortex. NeuroImage 203 (2019)
Rufin VanRullen, Leila Reddy
Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks. CoRR (2018)
Benedikt Zoefel, Jordi Costa-Faidella, Peter Lakatos, Charles E. Schroeder, Rufin VanRullen
Characterization of neural entrainment to speech with and without slow spectral energy fluctuations in laminar recordings in monkey A1. NeuroImage 150 (2017)
Grace Edwards, Céline Paeye, Philippe Marque, Rufin VanRullen, Patrick Cavanagh
Predictive position computations mediated by parietal areas: TMS evidence. NeuroImage 153 (2017)
Thomas Miconi, Rufin VanRullen
A Feedback Model of Attention Explains the Diverse Effects of Attention on Neural Firing Rates and Receptive Field Structure. PLoS Comput. Biol. 12 (2) (2016)
Benedikt Zoefel, Rufin VanRullen
EEG oscillations entrain their phase to high-level features of speech sound. NeuroImage 124 (2016)
Maxine T. Sherman, Ryota Kanai, Anil K. Seth, Rufin VanRullen
Rhythmic Influence of Top-Down Perceptual Priors in the Phase of Prestimulus Occipital Alpha Oscillations. J. Cogn. Neurosci. 28 (9) (2016)
Douglas McLelland, Rufin VanRullen
Theta-Gamma Coding Meets Communication-through-Coherence: Neuronal Oscillatory Multiplexing Theories Reconciled. PLoS Comput. Biol. 12 (10) (2016)
Mehdi Senoussi, Isabelle Berry, Rufin VanRullen, Leila Reddy
Multivoxel Object Representations in Adult Human Visual Cortex Are Flexible: An Associative Learning Study. J. Cogn. Neurosci. 28 (6) (2016)
Laura Dugué, Philippe Marque, Rufin VanRullen
Theta Oscillations Modulate Attentional Search Performance Periodically. J. Cogn. Neurosci. 27 (5) (2015)
Ramakrishna Chakravarthi, Thomas A. Carlson, Julie Chaffin, Jeremy Turret, Rufin VanRullen
The Temporal Evolution of Coarse Location Coding of Objects: Evidence for Feedback. J. Cogn. Neurosci. 26 (10) (2014)
Roger Koenig-Robert, Rufin VanRullen
SWIFT: A novel method to track the neural correlates of recognition. NeuroImage 81 (2013)
Thomas Miconi, Rufin VanRullen
A feedback model of attentional effects in the visual cortex. CIMSIVP (2011)