Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks
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.
aarushgupta.io
13 min
6/9/2026
Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks
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.
aarushgupta.io
13 min
6/9/2026
Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks
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.
aarushgupta.io
13 min
6/9/2026
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