Abstract:Here, we introduce a framework leveraging a free-space optical system based on the 4f configuration, inspired by the SWIFFT algorithms, designed to significantly enhance the processing of encrypted data using analog optical AI accelerators. This innovative approach aims to outperform traditional electronic machine learning accelerators by offering superior processing speeds and heightened data security. The adoption of the 4f-based optical setup is pivotal, harnessing the natural Fourier transform capabilities… Show more
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