1-Bit Quantized On-chip Hybrid Diffraction Neural Network Enables Efficient All-optical Fully-connected Architecture

The Hybrid Diffraction Neural Network (HDNN) integrates matrix multiplication with diffraction-based neural networks, synergizing the benefits of conventional optical neural networks and diffraction neural networks to overcome the modulation limitations inherent in optical diffraction neural networks.