Ising coactivation analysis

Fits a pairwise Ising (binary graphical) model to a sparse dictionary's atom activations to recover the direct, conditional-independence-adjusted couplings between atoms — then groups atoms into candidate manifolds by their coupling sign/strength, rather than by decoder-direction similarity.