Kolmogorov–Arnold Networks replace fixed activations with learned edge functions in a six-layer, 10M-parameter B-spline model; study reports high reconstruction of feed-forward edges and effects of pruning.
Read the original at arxiv.org→arXiv:2607.15525v1 Announce Type: new Abstract: Kolmogorov--Arnold Networks (KANs) replace fixed node activations with learned one-dimensional edge functions, offering an explicit interface for interpretation and a...
Original headline: "Kolmogorov--Arnold Networks for Small Language Models"
Coverage timeline
- Jul 20, 04:00 UTC arXiv cs.LG lead source Kolmogorov--Arnold Networks for Small Language Models
- Jul 22, 04:00 UTC arXiv cs.LG SechKAN: Kolmogorov-Arnold Networks with Hyperbolic Secant Functions