Mingqing Xiao
7 papers · 2020–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Keywords
spiking neural network
(6)
neuromorphic computing
(4)
surrogate gradient
(3)
neuromorphic hardware
(2)
backpropagation through time
(2)
hebbian learning
(2)
energy efficiency
(1)
gradient descent
(1)
implicit differentiation
(1)
training efficiency
(1)
feedback connections
(1)
memory optimization
(1)
graph reasoning
(1)
low latency
(1)
equilibrium state
(1)
surrogate derivative
(1)
synaptic delay
(1)
feedback spiking neural network
(1)
energy savings
(1)
image classification
(1)
Papers
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks
ICLR 2024
Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning
ICML 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
Invertible Image Rescaling
ECCV 2020