We propose an integrated photonic three-dimensional tensor convolution accelerator by time-wavelength interleaved frequency synthesis technology, achieving the extraction of three-dimensional data ...

Convolution is widely adapted in deep learning models on image classification tasks for extracting hidden spatial-domain representations. However, as convolution is channel-specific, the potential ...