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Open access Aug 2026

History-structured forecasting of rewarded give-up behavior in a rodent metacognition task

Longitudinal animal experiments generate behavior that is individual, history-dependent, and sometimes affected by ordinary procedural irregularities, yet analyses commonly reduce such records to pooled averages or synchronous trial-level explanations. We introduce history-structured forecasting as an auditable framewo...

Bin Yin, Ya-Xin Wang, Chongyi Liu et al. · 0 citations
Open access Sep 2026

Generative models of living development: an interaction-centered proposal and its implications for artificial life research

Artificial life and integrative systems neuroscience increasingly seek to explain how agency is organized through development, not merely how an already-formed controller optimizes a predefined task. This article advances an interaction-centered theory that links computational generative models, which infer hidden caus...

Bin Yin, Xiao-Rui Wu · 0 citations

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