Spiking neural networks for streaming qubit readout

1. 12:00
   arXiv · Neural and Evolutionary Computing

   Spiking neural networks for streaming qubit readout

   研究提出脉冲神经网络（SNN）判别器用于超导量子比特的流式读出。通过分块处理测量窗口，SNN 在数据到达时更新分类分数，性能超越匹配滤波判别器并接近全迹人工神经网络。每个 FPGA 推理更新可在下一读取块到达前完成，适用于低延迟实时量子控制。

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