Frontier A.I. Engineering · Ref: NmNN-TD-2025-001
The NmNN family. Neural architectures inspired by human neurons.
A family of neural network architectures based on non-monotonic activation functions inspired by dendritic calcium action potentials (dCaAPs) discovered in human layer 2/3 cortical neurons — achieving from 67% energy reduction to 317,460× computational efficiency at scale.
The tree grows on a 55-second loop. Hover any node to inspect its architecture.