Utilising machine learning algorithms for high speed data processing of a single photon counting 256 channel PMT with a timing resolution of 60 ps

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment(2023)

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Abstract
Development of a 256 Micro-Channel Plate Photo-Multiplier Tube (MCP-PMT) to further increase the spatial resolution while maintaining the temporal resolution of 60ps using charge sharing techniques would enable a novel commercial camera system. This would be designed so that each channel is an independent photon detector allowing for single photon counting possibilities which would advance fields such as LiDAR, particle physics, Time Correlated Single Photon Counting (TCSPC) in biology and quantum information systems. Electronic capabilities to measure increasing photon rates have introduced a bottleneck in the path of real time data processing using current algorithmic software.
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Key words
Applied machine learning,Multi-channel time correlated single photon counting systems,Photon detectors,Single photon imaging,Generative neural networks
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