TIm Vogels
4 papers · 2017–2023 · 1 conference · across top CS/AI conferences
Achievements
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π
Academic Marathon
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (4)
Top co-authors
Keywords
plasticity rule
(2)
hebbian learning
(2)
spike timing
(1)
synaptic plasticity
(1)
temporal learning
(1)
sequential learning
(1)
synaptic connectivity
(1)
spiking networks
(1)
long short-term memory
(1)
recurrent neural network
(1)
simulation-based inference
(1)
gated recurrent unit
(1)
recurrent network
(1)
evolutionary strategy
(1)
intrinsic parameter
(1)
neural network
(1)
leaky integrate-and-fire
(1)
recurrent architecture
(1)
volterra expansion
(1)
ojas rule
(1)
Papers
Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference
NIPS 2023
Online Learning Of Neural Computations From Sparse Temporal Feedback
NIPS 2021
A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network
NIPS 2020
Cortical microcircuits as gated-recurrent neural networks
NIPS 2017