Timothée Masquelier
7 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
NIPS (3)
ICLR (2)
ICCV (1)
INTERSPEECH (1)
Top co-authors
Keywords
spiking neural network
(3)
neuromorphic computing
(2)
image classification
(2)
deep learning
(1)
temporal learning
(1)
audio classification
(1)
convolutional neural network
(1)
gradient vanishing
(1)
sequence processing
(1)
residual learning
(1)
depthwise separable convolution
(1)
gradient-based learning
(1)
long-term dependencies
(1)
leaky integrate-and-fire
(1)
event-driven learning
(1)
spike-element-wise resnet
(1)
parallel spiking neuron
(1)
simulation speed
(1)
membrane time constant
(1)
pretrained audio neural network
(1)
Papers
Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings
ICLR 2024
Adapting a ConvNeXt Model to Audio Classification on AudioSet
INTERSPEECH 2023
Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies
NIPS 2023
Dilated convolution with learnable spacings
ICLR 2023
Training Spiking Neural Networks with Event-driven Backpropagation
NIPS 2022
Incorporating Learnable Membrane Time Constant To Enhance Learning of Spiking Neural Networks
ICCV 2021
Deep Residual Learning in Spiking Neural Networks
NIPS 2021