The marriage of deep neural network (DNN) and secure 2-party computation (2PC) enables private inference (PI) on the encrypted client-side data and server-side models with both privacy and accuracy ...

A TikTok video of a novel, ancient multiplication method has gone viral. While the user, jesslouisec, calls the method Japanese multiplication and some mathematicians say it’s “Vedic multiplying,” its ...

A new publication from Opto-Electronic Science; DOI 10.29026/oes.2023.230017 discusses integrated photonic convolutional acceleration core revolutionize wearable devices. Wearable devices, ...

Abstract: As deep learning (DL) with its powerful fitting representation ability is increasingly applied in intelligent fault diagnosis of mechanical equipment, the interpretability of networks ...

Optical computing uses photons instead of electrons to perform computations, which can significantly increase the speed and energy efficiency of computations by overcoming the inherent limitations of ...

The algorithm to perform convolution was impemented using im2col technique mentioned in [1]. Simply speaking, transformations to the input and kernel matrices are made so that only one dot product is ...