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Aston University
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Achieving near-ceiling accuracy in optical network failure detection while querying only 3.4% of data could revolutionize how we handle concept drift in real-time systems.
Forget complex optical meshes: surprisingly powerful photonic neural networks can be built from just a handful of standard telecom components.
Achieve state-of-the-art medical image denoising with PatchDenoiser, a method that slashes parameters by 9x and energy consumption by 27x compared to CNNs, without sacrificing performance.
