Colin Bredenberg

According to our database, Colin Bredenberg authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Desiderata for Normative Models of Synaptic Plasticity.

Colin Bredenberg, Cristina Savin

Neural Comput., 2024

Sufficient conditions for offline reactivation in recurrent neural networks.

Nanda H. Krishna, Colin Bredenberg, Daniel Levenstein, Blake Aaron Richards, Guillaume Lajoie

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Formalizing locality for normative synaptic plasticity models.

Colin Bredenberg, Ezekiel Williams, Cristina Savin, Blake A. Richards, Guillaume Lajoie

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Flexible Phase Dynamics for Bio-Plausible Contrastive Learning.

Ezekiel Williams, Colin Bredenberg, Guillaume Lajoie

Proceedings of the International Conference on Machine Learning, 2023

2021

Impression learning: Online representation learning with synaptic plasticity.

Colin Bredenberg, Benjamin Lyo, Eero P. Simoncelli, Cristina Savin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Learning efficient task-dependent representations with synaptic plasticity.

Colin Bredenberg, Eero P. Simoncelli, Cristina Savin

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020