Rainer Engelken
4 papers · 2022–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
recurrent neural network
(3)
mean field theory
(1)
neural encoding
(1)
curriculum learning
(1)
network dynamics
(1)
efficient computing
(1)
mutual information
(1)
gradient descent
(1)
lyapunov exponent
(1)
information encoding
(1)
integrate-and-fire neuron
(1)
spiking neural network
(1)
balanced network
(1)
backpropagation through time
(1)
representational learning
(1)
vanishing gradient
(1)
exploding gradient
(1)
jacobian regularization
(1)
gradient stability
(1)
event-based simulation
(1)
Papers
Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobians
NeurIPS 2023
SparseProp: Efficient Event-Based Simulation and Training of Sparse Recurrent Spiking Neural Networks
NeurIPS 2023
A time-resolved theory of information encoding in recurrent neural networks
NeurIPS 2022
Curriculum learning as a tool to uncover learning principles in the brain
ICLR 2022