Colin Bredenberg

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Recurrent Neural Networks

Exponential Stability

Learning Process

Top Venues

Publications

Nanda H. Krishna, Colin Bredenberg, Daniel Levenstein, Blake Aaron Richards, Guillaume Lajoie
Sufficient conditions for offline reactivation in recurrent neural networks. ICLR (2024)
Ezekiel Williams, Colin Bredenberg, Guillaume Lajoie
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning. ICML (2023)
Colin Bredenberg, Ezekiel Williams, Cristina Savin, Blake A. Richards, Guillaume Lajoie
Formalizing locality for normative synaptic plasticity models. NeurIPS (2023)
Ezekiel Williams, Colin Bredenberg, Guillaume Lajoie
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning. CoRR (2023)
Colin Bredenberg, Benjamin Lyo, Eero P. Simoncelli, Cristina Savin
Impression learning: Online representation learning with synaptic plasticity. NeurIPS (2021)
Colin Bredenberg, Eero P. Simoncelli, Cristina Savin
Learning efficient task-dependent representations with synaptic plasticity. NeurIPS (2020)