Rui Ponte Costa
5 papers · 2018–2022 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
error backpropagation
(2)
combinatorial generalization
(2)
deep learning
(2)
credit assignment
(2)
synaptic plasticity
(1)
short-term plasticity
(1)
cortical networks
(1)
cortical circuits
(1)
generative model
(1)
disentangled representation
(1)
recurrent neural network
(1)
variational autoencoder
(1)
latent space
(1)
neural network
(1)
burst multiplexing
(1)
cortico-cerebellar network
(1)
decoupling neural interface
(1)
dendritic compartment
(1)
unsupervised learning
(1)
pyramidal neuron
(1)
Papers
Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation
NeurIPS 2022
Single-phase deep learning in cortico-cortical networks
NeurIPS 2022
Cortico-cerebellar networks as decoupling neural interfaces
NeurIPS 2021
The role of Disentanglement in Generalisation
ICLR 2021
Dendritic cortical microcircuits approximate the backpropagation algorithm
NeurIPS 2018