Integrated van der Waals waveguides for all-optical nonlinear photonic circuits.
basic_science · Level V
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- Record sourced from PubMed, PMID 42140965.
- Also identified by DOI 10.1038/s41467-026-73107-y.
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Abstract
All-optical deep neural networks offer significant improvements in processing speed and energy efficiency compared with traditional electronic systems. However, achieving broadband all-optical signal transmission with ultrafast processing speed in conventional photonic waveguides remains challenging. In this work, we present an integrated photonic circuit incorporating vertically grown molybdenum disulfide (MoS<sub>2</sub>), which is also compatible with wafer-scale manufacturing. By leveraging the saturable absorption properties of MoS<sub>2</sub>, this platform enables all-optical nonlinear activation over both the telecommunication O-band and C-band, with response speeds as fast as ~ 10 ps. This broadband operability enables flexible deployment as an optical activation function for neural network inference. Using a standardized evaluation framework, we benchmarked task-level performance against mainstream digital activation functions across diverse network architectures and quantization settings. These findings highlight the potential of van der Waals materials like MoS₂ for enabling in-situ nonlinearity in all-optical neural network hardware, advancing the development of scalable photonic computing systems.