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EXIST

Publications

Methods. Models. Validation.

Selected EXIST technical papers and research summaries documenting model evolution, validation methods, and Continuity Architecture.

Publication

EXIST Technical Paper 16.002

Dynamic State Reconstruction in High-Dimensional Neural Systems

Year
2016
Type
EXIST Technical Paper

This paper introduces a probabilistic framework for reconstructing time-dependent neural state from incomplete multimodal observations. The method separates structural constraints from dynamic parameters and evaluates reconstructed trajectories against held-out response sequences.