A scalable and fully tuneable VCSEL-based neural network

EPJ Web of Conferences(2023)

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摘要
We experimentally demonstrate an autonomous, fully tuneable and scalable neural network of 350+ parallel nodes based on a large area, multimode semiconductor laser. We implement online learning strategies based on reinforcement learning. Our system achieves high performance and a high classification bandwidth of 15KHz for the MNIST dataset. Our approach is highly scalable both in terms of classification bandwidth and neural network size.
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关键词
neural network,vcsel-based
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