https://github.com/zfifteen/pole-shadow

The Pole's Shadow: The distance of dominant poles from the imaginary axis sets the cognitive budget of linear systems. Determines how long they can remember and integrate slow inputs before transients decay. Explores the robustness vs memory tradeoff with theory, math, simulations and visualizations.

cognitive-budget control-theory dynamical-systems echo-state-networks fading-memory linear-systems pole-placement pole-shadow reservoir-computing robustness-tradeoff stability-analysis temporal-integration

Last synced: 20 Apr 2026