Diffraction-driven parallel convolution processing with integrated photonics
Hongwei Chen,
Yuyao Huang,
Wencan Liu
et al.
Abstract:Traditional electronic processors face challenges such as bandwidth limitations and high power consumption when handling extensive linear operations for deep learning tasks. As an alternative, optical computing has garnered attention for its potential in parallel and energy-efficient computations. However, the exploration of high-density optical computing architectures on integrated photonic platforms has been limited, primarily due to constraints in neuron numbers and control engineering complexities. In resp… Show more
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