Sophie Deneve
4 papers · 2012–2015 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Keyword Champion
(2)
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Trend Setter
Venues
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Research topics
Deep Learning
(4)
Interdisciplinary
(4)
Machine Learning
(4)
Science
(4)
Artificial Intelligence
(3)
Architectures
(3)
Cognitive Science
(3)
Core AI
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory · Machine Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
spiking neural network
(4)
excitatory-inhibitory balance
(2)
neural network
(2)
population coding
(2)
predictive coding
(2)
hebbian learning
(2)
integrate-and-fire neuron
(2)
neural computation
(1)
probabilistic inference
(1)
bayesian inference
(1)
uncertainty representation
(1)
probability distribution
(1)
supervised learning
(1)
spike-timing-dependent plasticity
(1)
uncertainty quantification
(1)
temporal coding
(1)
spike-based code
(1)
spiking networks
(1)
hebbian plasticity
(1)
neural encoding
(1)
Papers
Enforcing balance allows local supervised learning in spiking recurrent networks
NeurIPS 2015
Spatio-temporal Representations of Uncertainty in Spiking Neural Networks
NeurIPS 2014
Firing rate predictions in optimal balanced networks
NeurIPS 2013
Learning optimal spike-based representations
NeurIPS 2012