Jonathan Cornford
4 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
computational neuroscience
(1)
fisher information
(1)
gradient descent
(1)
synaptic plasticity
(1)
spectral analysis
(1)
mirror descent
(1)
synaptic weight distributions
(1)
recurrent neural network
(1)
weight initialization
(1)
excitatory neuron
(1)
inhibitory neuron
(1)
artificial neural network
(1)
lazy learning
(1)
singular value distribution
(1)
neural network initialization
(1)
log-normal distribution
(1)
connectivity structure
(1)
rich learning
(1)
dale's law
(1)
excitatory inhibitory
(1)
Papers
How connectivity structure shapes rich and lazy learning in neural circuits
ICLR 2024
Synaptic Weight Distributions Depend on the Geometry of Plasticity
ICLR 2024
Learning better with Dale’s Law: A Spectral Perspective
NeurIPS 2023
Learning to live with Dale's principle: ANNs with separate excitatory and inhibitory units
ICLR 2021