公开(公告)号：US20170154262A1

公开(公告)日：2017-06-01

申请号：US14954683

申请日：2015-11-30

Applicant: Google Inc.

Inventor： David Sussillo ,  Gregory Sean Corrado

IPC: G06N3/08

CPC classification number: G06N3/082

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for resizing neural network layers, the method including obtaining data specifying a trained neural network, wherein the neural network comprises one or more neural network layers; reducing a size of one or more of the neural network layers to generate a resized neural network, including: selecting one or more neural network layers for resizing; for each selected neural network layer: determining an effective dimensionality reduction for the neural network layer; based on the determined effective dimensionality reduction, resizing the neural network layer; and retraining the resized neural network.