Micah Blumberg

Can a Neuron Store Infinite Information? Continuous Morphology, Finite Biological Resolution, and Accessible Neural Memory

This paper separates four questions that are often hidden inside claims about neural information capacity: how many distinctions an ideal continuous morphology admits, how many states a physical neuron can reliably occupy, how many of those states implement distinguishable functi...

Can a Neuron Store Infinite Information? Continuous Morphology, Finite Biological Resolution, and Accessible Neural Memory

This paper separates four questions that are often hidden inside claims about neural information capacity: how many distinctions an ideal continuous morphology admits, how many states a physical neuron can reliably occupy, how many of those states implement distinguishable functi...

From Cellular Difference to Population Reinstatement: Oscillatory Scaling, Inhibitory Waves, and Neural Projection in Self Aware Networks

This paper asks how a relation stored in local cellular and synaptic organization can become recoverable across a larger neural population without requiring a literal copy at every stage. It proposes transformed relation preservation: a compatible input engages a learned cellular...