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<p>Both compressing and expanding optical matrix-vector multipliers are necessary for the full optical realization of neural networks. An expanding multiplier scheme is proposed, which, together with common compressing multipliers, is employed to demonstrate image processor networks such as autoencoders and image generators.</p>

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Compressing and expanding optical matrix-vector multipliers for enabling optical image encoder-decoders and generators

  • 期刊论文

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  • 发表日期：

    2026年1月3日

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  • Adrian Stern

摘要

Both compressing and expanding optical matrix-vector multipliers are necessary for the full optical realization of neural networks. An expanding multiplier scheme is proposed, which, together with common compressing multipliers, is employed to demonstrate image processor networks such as autoencoders and image generators.