Rainer Engelken
4 papers · 2022–2023 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Conference Polyglot
(2)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
NIPS (3)
ICLR (1)
Top co-authors
Keywords
recurrent neural network
(2)
mean field theory
(1)
neural encoding
(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)
vanishing gradient
(1)
mean-field theory
(1)
exploding gradient
(1)
jacobian regularization
(1)
gradient stability
(1)
event-based simulation
(1)
time varying
(1)
Papers
SparseProp: Efficient Event-Based Simulation and Training of Sparse Recurrent Spiking Neural Networks
NIPS 2023
Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobians
NIPS 2023
A time-resolved theory of information encoding in recurrent neural networks
NIPS 2022
Curriculum learning as a tool to uncover learning principles in the brain
ICLR 2022