4 citations · 10 across the 4 of their papers we have counts for
3 papers · 1 filter
Desiderata for normative models of synaptic plasticity
Colin Bredenberg, Cristina Savin
Normative models of synaptic plasticity use a combination of mathematics and computational simulations to arrive at predictions of behavioral and network-level adaptive phenomena.…
Adaptive coding efficiency in recurrent cortical circuits via gain control
Lyndon R. Duong, Colin Bredenberg, David J. Heeger +1
Sensory systems across all modalities and species exhibit adaptation to continuously changing input statistics. Individual neurons have been shown to modulate their response gains…
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning
Ezekiel Williams, Colin Bredenberg, Guillaume Lajoie
Many learning algorithms used as normative models in neuroscience or as candidate approaches for learning on neuromorphic chips learn by contrasting one set of network states with…