Eigenvalue (of State Matrix A)

A scalar λ such that Av = λv for some eigenvector v. In SSMs, eigenvalues control memory length: |λ| < 1 → information decays over time. Larger |λ| (< 1) → slower decay → longer memory. Mamba learns to set these dynamically.