AI RESEARCH
Accelerating Inference for Multilayer Neural Networks with Quantum Computers
arXiv CS.LG
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ArXi:2510.07195v2 Announce Type: replace-cross Fault-tolerant Quantum Processing Units (QPUs) promise to deliver exponential speed-ups in select computational tasks, yet their integration into modern deep learning pipelines remains unclear. In this work, we take a step towards bridging this gap by presenting the first fully-coherent quantum implementation of a multilayer neural network with non-linear activation functions.