PATENT CLAIM ANALYSIS

Application Number: 15994396
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2019-12
Patent Classification: ["716", "110000"]

Abstract:
A computer-implemented method, computer program product, a computer processing system are provided for generating synthetic via layout patterns by a Recurrent Neural Network (RNN). The method includes generating, by a processor, a training data set of coordinate arrays that specify coordinates of vias in a set of physical design layouts for a set of integrated circuit elements. The method further includes training, by the processor, the RNN with the training data set of coordinate arrays. The method also includes generating, by the processor, using the RNN, new synthetic via patterns.

Claim (Index 7):
The computer-implemented method of  claim 1 , further comprising performing a design or mask rule checking process on the new synthetic via patterns.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 93.0
- Lexical Diversity: 2.01923
- Patent Class: 716.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15994598', '15994461', '12835891', '14591439', '14162889']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3276171895562946
- 35 USC 102 Novelty (BERT): 0.4841541507616145
- Combined Prediction Score: 0.3432708856768266
- Mean Citation Score: 189.2919
- Max Citation Score: 270.8212
- Similarity Product: 205.5171815993785

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