nlin.CD · 2026-07-21 · No. 60

Chaotic Dynamics, 2026-07-21.

1 new papers in nlin.CD. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Beyond the Edge of Chaos: Stability-Expressivity Transfer in Reservoir Forecasting

    Yao Du, Xingang Wang

    nlin.CD · cs.LG · nlin.AO

    The edge-of-chaos heuristic has long served as a guiding principle for designing reservoir computers, yet its relevance to machine performance remains elusive. Here, taking the spectral radius of the reservoir network as the control parameter, we show that the radius yielding the best forecasting performance does not coincide with the Lyapunov edge of the isolated, teacher-forced, or closed-loop generative reservoir. By analyzing the...

    arxiv.org/abs/2607.17909 · PDF

This edition is part of The Daily Abstract — nlin.CD archive. Subscribe to receive these in your inbox each morning, automatically translated to Spanish, with reply-to-PDF: arxivdaily.ignorelist.com.

Colophon Set in Georgia, with system sans for interface chrome and a monospaced stack for code and paper identifiers. Sole accent: amber #D99C5E. Built and served on an always-free VM. The masthead is set 14% letterspaced because newspapers do that and it works.