Qingyan Meng
5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (2)
CVPR (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
neuromorphic computing
(4)
spiking neural network
(4)
surrogate gradient
(3)
neuromorphic hardware
(2)
backpropagation through time
(2)
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)
online learning
(1)
energy efficiency
(1)
hebbian learning
(1)
gradient descent
(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
NIPS 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
NIPS 2021