Reconfigurable All-Optical Integrated Nonlinear Activator with Switchable Response Functions for Photonic Neural Networks

Bei Chen,Jian Wang, Zichao Zhao, Xiaowen Xiong,Jianyi Yang,Ming Li,Ninghua Zhu

2024 Optical Fiber Communications Conference and Exhibition (OFC)（2024）

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摘要

We experimentally demonstrate a reconfigurable all-optical integrated nonlinear activator with switchable response functions, including Gaussian, Radial Basis, Softplus, leaky ReLU, Swish and clamped ReLU functions, especially all triggered by low-power inputs.

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关键词

Response Function,Switching Function,Photonic Networks,Optical Neural Networks,Switchable Response,Radial Basis Function,Leaky ReLU,Softplus,Activation Function,Artificial Neural Network,Nonlinear Function,Waveguide,Matrix Multiplication,Optical Power,Power Meter,Silicon-on-insulator,Kerr Effect,Wavelength Division Multiplexing,Mach-Zehnder Interferometer,Slope Rate,Microring Resonators,Optical Power Meter,Compact Footprint,Nonlinear Phase

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