Alamia, Andrea

3 publications

TMLR 2025 Enhancing Deep Neural Networks Through Complex-Valued Representations and Kuramoto Synchronization Dynamics Sabine Muzellec, Andrea Alamia, Thomas Serre, Rufin VanRullen

NeurIPS 2021 Predify: Augmenting Deep Neural Networks with Brain-Inspired Predictive Coding Dynamics Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, B. Ador, Andrea Alamia, Rufin VanRullen

NeurIPSW 2020 Brain-Inspired Predictive Coding Dynamics Improve the Robustness of Deep Neural Networks Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, B. Ador, Andrea Alamia, Rufin VanRullen