THALis: reservoir-realization draft

what do i mean by realization here, precisely. connect the state / observation / readout objects to the features in code, don't leave the math floating off by itself

archived document (ac4a37c): realization.tex/pdf replaces an earlier proposal, with substantial accompanying revisions to the conditions document. The theoretical direction treats neural dynamics as a reservoir and EEG as an observation/readout.

reference questions: what does “realization” claim precisely—representation of an input/output process, embedding of a latent system, or recoverability of a target variable? These are distinct statements with different assumptions.

connect theory to implementation: the practical pipeline currently uses preprocessing, CSP/Riemannian features and linear classification. Specify which part corresponds to each theoretical object instead of equating all linear classifiers with a verified cortical-reservoir model.

version status: this is a draft milestone. Later supplements and manuscript reviews refine or challenge assumptions; the archived commit cannot establish independent mathematical correctness or biological identification by itself.

archived code references: ac4a37c.