公开(公告)号：US12050991B1

公开(公告)日：2024-07-30

申请号：US16418074

申请日：2019-05-21

Applicant: Google LLC

Inventor： Viren Jain ,  Jeffrey Adgate Dean

IPC: G06N3/08 ,  G06N3/045 ,  G06N20/00

CPC classification number: G06N3/08 ,  G06N3/045 ,  G06N20/00

Abstract: The present disclosure provides systems and methods that generate new architectures for artificial neural networks based on connectomics data that describes connections between biological neurons of a biological organism. In particular, in some implementations, a computing system can identify one or more new artificial neural network architectures by performing a neural architecture search over a search space that is constrained based at least in part on the connectomics data.