PATENT CLAIM ANALYSIS

Application Number: 16444443
Application Type: Utility
Filing Date: 2019-06
Publication Date: 2019-10
Patent Classification: ["706", "025000"]

Abstract:
Aspects of data modification for neural networks are described herein. The aspects may include a data modifier configured to receive input data and weight values of a neural network. The data modifier may include an input data configured to modify the received input data and a weight modifier configured to modify the received weight values. The aspects may further include a computing unit configured to calculate one or more groups of output data based on the modified input data and the modifier weight values.

Claim (Index 20):
The method of  claim 10 , further comprising determining, by a weight modification determiner of the weight modifier, whether to prune the one or more weight values.

Metadata:
- Claim Count in Document: 23.0
- Percentile: 100.0
- Lexical Diversity: 2.14634
- Patent Class: 706.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['16039567', '16041160', '16174155', '14982587', '14513280']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.332881393066061
- 35 USC 102 Novelty (BERT): 0.480036862482083
- Combined Prediction Score: 0.3475969400076633
- Mean Citation Score: 149.273282
- Max Citation Score: 157.91138
- Similarity Product: 104.4626850669789

Labels:
- Claim Label 101: 1
- Claim Label 102: 0
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 1

Dataset: test