Flat minima are illusory; generalization is driven by weakness, a reparameterization-invariant measure of compatible completions that predicts performance better than sharpness on MNIST and Fashion-MNIST.
Philosophical Transactions of the Royal Society B: Biological Sciences , year =
2 Pith papers cite this work. Polarity classification is still indexing.
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The Sensation Modulating Network (SMN) is proposed as an embodied architecture in which haltability, arising from opponent dynamics at all scales, supplies the structural basis for object-directed intentionality.
citing papers explorer
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Are Flat Minima an Illusion?
Flat minima are illusory; generalization is driven by weakness, a reparameterization-invariant measure of compatible completions that predicts performance better than sharpness on MNIST and Fashion-MNIST.
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The Sensation Modulating Network:Haltability as the architectural ground for object-directed phenomenology
The Sensation Modulating Network (SMN) is proposed as an embodied architecture in which haltability, arising from opponent dynamics at all scales, supplies the structural basis for object-directed intentionality.