Madhur Mangalam

From silicon to synapse: Why the artificial unit is not a kind of neuron.

The computational units of large language models (LLMs)-artificial neurons, attention heads, and weight matrices-differ from biological neurons not merely in degree but in kind. This paper develops that empirical argument across three levels of biological organization: the single neuron, the local circuit, and whole-br...