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Training, learning and inference: unified dynamics of neural systems

arXiv cs.LG · 4d ago Cached

This paper proposes a unified dynamical framework for training, learning, and inference in neural systems.

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#neural-systems

From Prediction to Self: Developmental Conditions for Agency in Minimal Neural Systems

arXiv cs.LG · 2026-06-05 Cached

This paper investigates the developmental conditions under which a minimal predictive neural system (a 192-dimensional GRU) can distinguish self-caused changes from world-caused changes, identifying four necessary conditions for agency and introducing a metric called agency gain.

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