Tensorized Optical Multimodal Fusion Network

Yequan Zhao,Xian Xiao,Geza Kurczveil,Raymond G. Beausoleil,Zheng Zhang

arxiv（2023）

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摘要

We propose the first tensorized optical multimodal fusion network architecture with a self-attention mechanism and low-rank tensor fusion. Simulation results show $51.3 \times$ less hardware requirement and $3.7\times 10^{13}$ MAC/J energy efficiency.

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关键词

optical multimodal fusion network

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