Qingyan Meng
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
spiking neural network
(5)
neuromorphic computing
(4)
surrogate gradient
(3)
backpropagation through time
(2)
hebbian learning
(2)
neuromorphic hardware
(2)
gradient descent
(1)
implicit differentiation
(1)
training efficiency
(1)
feedback connections
(1)
memory optimization
(1)
low latency
(1)
equilibrium state
(1)
surrogate derivative
(1)
image classification
(1)
feedback spiking neural network
(1)
continual learning
(1)
catastrophic forgetting
(1)
online learning
(1)
orthogonal projection
(1)
Papers
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks
ICLR 2024
Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks
ICCV 2023
Online Training Through Time for Spiking Neural Networks
NeurIPS 2022
Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation
CVPR 2022
Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State
NeurIPS 2021