TIm Vogels
4 papers · 2017–2023 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Interdisciplinary
(3)
Science
(3)
Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Architectures
(1)
Cognitive Science
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Optimization & Theory
(1)
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)
gated recurrent neural network
(1)
recurrent network
(1)
evolutionary strategy
(1)
intrinsic parameter
(1)
neural network
(1)
leaky integrate-and-fire
(1)
recurrent architecture
(1)
volterra expansion
(1)
Papers
Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference
NeurIPS 2023
Online Learning Of Neural Computations From Sparse Temporal Feedback
NeurIPS 2021
A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network
NeurIPS 2020
Cortical microcircuits as gated-recurrent neural networks
NeurIPS 2017