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Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization.

, , , , , and . CoRR, (2020)

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SqueezeLight: Towards Scalable Optical Neural Networks with Multi-Operand Ring Resonators., , , , , , and . DATE, page 238-243. IEEE, (2021)ROQ: A Noise-Aware Quantization Scheme Towards Robust Optical Neural Networks with Low-bit Controls., , , , , and . DATE, page 1586-1589. IEEE, (2020)Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization., , , , , and . AAAI, page 7583-7591. AAAI Press, (2021)L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization., , , , , and . NeurIPS, page 8649-8661. (2021)NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation., , , , , , and . NeurIPS, (2022)Towards Area-Efficient Optical Neural Networks: An FFT-based Architecture., , , , , and . ASP-DAC, page 476-481. IEEE, (2020)ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement., , , , , , and . ASP-DAC, page 332-338. IEEE, (2022)Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation., , , , , , and . ICCV, page 5209-5218. IEEE, (2021)Exploiting Wavelength Division Multiplexing for Optical Logic Synthesis., , , , , , and . DATE, page 1567-1570. IEEE, (2019)Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization., , , , , and . CoRR, (2020)