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Open MIND· 2026

Maya-Prana: Metabolic Plasticity Budget for Continual Learning in Affective Spiking Neural Networks

Venkatesh Swaminathan

Short summary

A revised claim states that the Maya-Prana model's metabolic plasticity budget (Prana) maintains a full budget (1.0000) across all 10 tasks of Split-CIFAR-100, indicating astrocytic metabolic supply does not fail under standard cognitive load, with Condition F (Buddhi gate removed, flat learning rate) achieving 13.68% AA and -51.20% BWT.

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Field: Cognitive Neuroscience

Cognitive NeuroscienceNeuroscience