Colin Bredenberg
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
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Hot Topic Early Bird
Conferences
NIPS (3)
ICLR (1)
ICML (1)
Top co-authors
Keywords
synaptic plasticity
(3)
representation learning
(1)
contrastive learning
(1)
bayesian inference
(1)
local learning
(1)
neuromorphic computing
(1)
temporal dynamics
(1)
hebbian learning
(1)
biological plausibility
(1)
reward-modulated hebbian learning
(1)
sensory coding
(1)
learning algorithm
(1)
recurrent neural network
(1)
learning dynamics
(1)
latent structure
(1)
biological plausible
(1)
temporal locality
(1)
biological neural network
(1)
neural network
(1)
normative model
(1)
Papers
Sufficient conditions for offline reactivation in recurrent neural networks
ICLR 2024
Formalizing locality for normative synaptic plasticity models
NIPS 2023
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning
ICML 2023
Impression learning: Online representation learning with synaptic plasticity
NIPS 2021
Learning efficient task-dependent representations with synaptic plasticity
NIPS 2020