Multi-Layer Perceptrons

KANs enable ultrafast on-chip online learning for low-latency systems

Researchers have demonstrated ultrafast online learning capabilities using Kolmogorov-Arnold Networks (KANs) on Field-Programmable Gate Arrays (FPGAs). This approach achieves sub-microsecond adaptation times, outperform…