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cs.AR2024
Reuse and Blend: Energy-Efficient Optical Neural Network Enabled by Weight Sharing
Bo Xu, Yuetong Fang, Shaoliang Yu +1
Optical neural networks (ONN) based on micro-ring resonators (MRR) have emerged as a promising alternative to significantly accelerating the massive matrix-vector multiplication (M…
physics.optics2024
Optical Spiking Neurons Enable High-Speed and Energy-Efficient Optical Neural Networks
Bo Xu, Zefeng Huang, Yuetong Fang +5
Optical neural networks (ONNs) perform extensive computations using photons instead of electrons, resulting in passively energy-efficient and low-latency computing. Among various O…