Reduced-order neural network synthesis with robustness guarantees

In the wake of the explosive growth in smartphones and cyber-physical systems, there has been an accelerating shift in how data are generated away from centralized data toward on-device-generated data. In response, machine learning algorithms are being adapted to run locally on board, potentially ha...

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Bibliographic Details
Main Authors: Drummond, R, Turner, MC, Duncan, SR
Format: Journal article
Language:English
Published: IEEE 2022