Neurodegenerative disease concomitant proteinopathies are prevalent, age-related and APOE4-associated JL Robinson, EB Lee, SX Xie, L Rennert, ER Suh, C Bredenberg, ... Brain 141 (7), 2181-2193, 2018 | 569 | 2018 |
Learning efficient task-dependent representations with synaptic plasticity C Bredenberg, E Simoncelli, C Savin Advances in neural information processing systems 33, 15714-15724, 2020 | 13 | 2020 |
Impression learning: Online representation learning with synaptic plasticity C Bredenberg, B Lyo, E Simoncelli, C Savin Advances in neural information processing systems 34, 11717-11729, 2021 | 10 | 2021 |
Recurrent neural circuits overcome partial inactivation by compensation and re-learning C Bredenberg, C Savin, R Kiani Journal of Neuroscience 44 (16), 2024 | 8 | 2024 |
Desiderata for normative models of synaptic plasticity C Bredenberg, C Savin Neural Computation 36 (7), 1245-1285, 2024 | 5 | 2024 |
Flexible phase dynamics for bio-plausible contrastive learning E Williams, C Bredenberg, G Lajoie International Conference on Machine Learning, 37042-37065, 2023 | 5 | 2023 |
Formalizing locality for normative synaptic plasticity models C Bredenberg, E Williams, C Savin, B Richards, G Lajoie Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
Adaptive coding efficiency in recurrent cortical circuits via gain control LR Duong, C Bredenberg, DJ Heeger, EP Simoncelli arXiv preprint arXiv:2305.19869, 2023 | 2 | 2023 |
Sufficient conditions for offline reactivation in recurrent neural networks NH Krishna, C Bredenberg, D Levenstein, BA Richards, G Lajoie The Twelfth International Conference on Learning Representations, 2024 | 1 | 2024 |
Normative Theories of Synaptic Plasticity for Representation and Perceptual Discrimination C Bredenberg New York University, 2022 | | 2022 |
Examining heterogeneous weight perturbations in neural networks with spike-timing-dependent plasticity C Bredenberg University of Pittsburgh, 2017 | | 2017 |
Impression learning: Online representation learning with synaptic plasticity–Appendices– C Bredenberg, BSH Lyo, EP Simoncelli, C Savin | | |