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Conferences > OFC > 2024 > M4K > M4K.2

Pruning Attention in Transformers for Nonlinear Channel Compensation in Optical Systems

Behnam Behinaein Hamgini, Hossein Najafi, Ali Bakhshali, and Zhuhong Zhang

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Abstract

We study pruning attention in Transformers for optical nonlinear channel compensation. We show the impact of statistical pruning on the performance and complexity of nonlinear equalization and compare it with a physics-informed pruning scheme.

© 2024 The Author(s)

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