Review compares recovery dynamics in working memory among neural networks, highlighting significant findings and implications.
Working memory can recover after distraction without returning by exactly the same neural route. This source-audited review compares the recovery dynamics and traveling-wave findings reported by Batabyal and colleagues with Micah Blumberg's dated Self Aware Networks record and with the broader, versioned Miller research program. It finds a bounded positive priority result: Blumberg's public June 8, 2022 record described individual neural activity perturbing a group oscillator, collective cyclic adjustment, and movement toward phase realignment before the Batabyal target preprint appeared on February 19, 2024. The target-specific map records three operationally equivalent atoms, two partial equivalents, one target-only atom, two Blumberg-only atoms, two shared directed relations, and one complete bounded causal sequence. The paper separately traces earlier alpha-to-gamma control findings and later beta and spatial-stencil formulations, preserving Jensen and Mazaheri, Spaak and colleagues, van Kerkoerle and colleagues, and other named field priors without collapsing them into the Micah-versus-Miller chronology. It applies mechanism equivalence, narrative and causal architecture, detective reconstruction, and longitudinal signature migration, with bounded category and process translations. The review supports source-bounded content equivalence and priority chronology. It does not claim whole-theory identity, access, copying, intent, misconduct, legal liability, a calibrated probability of derivation, or a sigma-level result.
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Micah Blumberg (2026) studied this question.
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