论文标题

单光子检测器的集成 - 光子表征用于神经形态突触

Integrated-photonic characterization of single-photon detectors for use in neuromorphic synapses

论文作者

Buckley, Sonia M., Tait, Alexander N., Chiles, Jeffrey, McCaughan, Adam N., Khan, Saeed, Mirin, Richard P., Nam, Sae Woo, Shainline, Jeffrey M.

论文摘要

我们显示了几种使用集成的波导指导结构来同时表征具有单个纤维输入的多个波导超导纳米探测器的技术。第一组结构允许直接比较具有各种宽度和长度的波导集成检测器的检测器性能。第二种类型的演示的集成 - 光子结构使我们能够以高动态范围实现检测。该设备允许少数检测器计数数量级的光子计数。但是,我们发现-30 dB的流浪灯地板将动态范围限制为三个数量级。为了评估探测器在峰值神经系统中用于突触的效用,我们测量了响应,平均事件光子数量从$ 10^{ - 3} $到大于$ 10 $。检测器响应在整个范围内相同,表明基于这些检测器的突触反应将独立于通信脉冲中的入射光子数量。这种二元响应是神经系统中通信的理想选择。我们进一步证明,该响应具有输出电流脉冲高度对偏置电流的线性依赖性,脉冲高度的可调性高达1.7。在整个工作中,我们将室温测量结果与低温测量进行了比较。该协议表明室温测量可用于确定探测器的重要特性。

We show several techniques for using integrated-photonic waveguide structures to simultaneously characterize multiple waveguide-integrated superconducting-nanowire detectors with a single fiber input. The first set of structures allows direct comparison of detector performance of waveguide-integrated detectors with various widths and lengths. The second type of demonstrated integrated-photonic structure allows us to achieve detection with a high dynamic range. This device allows a small number of detectors to count photons across many orders of magnitude in count rate. However, we find a stray light floor of -30 dB limits the dynamic range to three orders of magnitude. To assess the utility of the detectors for use in synapses in spiking neural systems, we measured the response with average incident photon numbers ranging from less than $10^{-3}$ to greater than $10$. The detector response is identical across this entire range, indicating that synaptic responses based on these detectors will be independent of the number of incident photons in a communication pulse. Such a binary response is ideal for communication in neural systems. We further demonstrate that the response has a linear dependence of output current pulse height on bias current with up to a factor of 1.7 tunability in pulse height. Throughout the work, we compare room-temperature measurements to cryogenic measurements. The agreement indicates room-temperature measurements can be used to determine important properties of the detectors.

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