Learning efficient task-dependent representations with synaptic plasticity. - Colin Bredenberg; Eero P. Simoncelli; Cristina Savin (NeurIPS, 2020)

Impression learning: Online representation learning with synaptic plasticity. - Colin Bredenberg; Benjamin Lyo; Eero P. Simoncelli; Cristina Savin (NeurIPS, 2021)

Flexible Phase Dynamics for Bio-Plausible Contrastive Learning. - Ezekiel Williams; Colin Bredenberg; Guillaume Lajoie (ICML, 2023)

Formalizing locality for normative synaptic plasticity models. - Colin Bredenberg; Ezekiel Williams; Cristina Savin; Blake A. Richards; Guillaume Lajoie (NeurIPS, 2023)

Sufficient conditions for offline reactivation in recurrent neural networks. - Nanda H. Krishna; Colin Bredenberg; Daniel Levenstein; Blake Aaron Richards; Guillaume Lajoie (ICLR, 2024)

Desiderata for Normative Models of Synaptic Plasticity. - Colin Bredenberg; Cristina Savin (Neural Comput., 2024)