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Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks
research
13 min read
Ultrafast inference and online learning can be achieved using hardware architectures designed for Kolmogorov-Arnold Networks (KAN) on FPGAs. The research focuses on optimizing these architectures to enhance machine learning performance.