Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics

Autor: Bhavin Choksi, Milad Mozafari, May, Callum Biggs O., Benjamin Ador, Andrea Alamia, Rufin VanRullen

Publikováno v: à paraître
35th Conference on Neural Information Processing Systems (NeurIPS 2021)
35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021, online, Canada
HAL

Deep neural networks excel at image classification, but their performance is far less robust to input perturbations than human perception. In this work we explore whether this shortcoming may be partly addressed by incorporating brain-inspired recurr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a4899e8c46fd91b0d75d858028dd40be
https://hal.archives-ouvertes.fr/hal-03311752