Secure Optical Hashing for Information Compression in a Convolutional Neural Network
Haoyan Kang, Maria Solyanik‐Gorgone, Jiachi Ye, Behrouz Movahhed Nouri, Hao Wang, Hamed Dalir, Volker J. Sorger · 2023
Here we introduce an optical hashing and compression scheme inspired by SWIFFT algorithms which enables high-speed processing of encrypted data using analog optical AI accelerators, offering potential performance gains and improved data security compared to electronic machine learning accelerators.