Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network

Hyunseok Oh; Youngki Lee

2024 ICML ICML 2024

Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network

Abstract

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Authors

Hyunseok Oh, Youngki Lee

Topics

Machine Learning > Optimization & Theory > Neural Network Optimization Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Neural Networks

Keywords

ann-to-snn conversion integrate-and-fire model sign gradient descent nonlinearities convnext low time-steps

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