Japan, Feb. 27 -- GOOGLE LLC has got intellectual property rights for 'BATCH NORMALIZATION LAYER.' Other related details are as follows:
Application Number: JP,2024-131114
Category (FI): G06N3/08,G06N3/04,G06N3/0464
Stage: PROBLEM TO BE SOLVED: To provide a neural network capable of efficiently performing training.SOLUTION: A neural network system is provided with a batch normalization layer between a neural network layer A and a neural network layer B. The batch normalization layer receives respective layer A outputs for each training example in a batch during training of the neural network system on a batch of the training example, calculates a plurality of normalization statistic values to the batch from the layer A outputs, normalizes each component of each layer A output by using the normalization statistic values, generates respective normalized layer outputs for each training example in the batch, generates the respective batch normalization layer outputs to each of the training examples from the normalized layer outputs, and provides the neural network layer B with the batch normalization layer outputs as an input.SELECTED DRAWING: Figure 1 (Grant)
Filing Date: Aug. 7, 2024
Publication Date: Dec. 3, 2024
The original document can be viewed at: https://www.j-platpat.inpit.go.jp/p0100
Disclaimer: Curated by HT Syndication.
