8 citations · 8 across the 2 of their papers we have counts for
3 papers
q-bio.NC2023
Nonlinear slow-timescale mechanisms in synaptic plasticity
Cian O'Donnell
Learning and memory relies on synapses changing their strengths in response to neural activity. However there is a substantial gap between the timescales of neural electrical dynam…
q-bio.NC2021
Neural circuit function redundancy in brain disorders
Beatriz E. P. Mizusaki, Cian O'Donnell
Redundancy is a ubiquitous property of the nervous system. This means that vastly different configurations of cellular and synaptic components can enable the same neural circuit fu…
cs.LG2019★ 8 cited
Adaptive Estimators Show Information Compression in Deep Neural Networks
Ivan Chelombiev, Conor Houghton, Cian O'Donnell
To improve how neural networks function it is crucial to understand their learning process. The information bottleneck theory of deep learning proposes that neural networks achieve…