PATENT CLAIM ANALYSIS

Application Number: 15994598
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2019-12
Patent Classification: ["716", "119000"]

Abstract:
A method for generating physical design layout patterns includes the step of selecting one or more physical design layouts, a given physical design layout comprising a set of physical design layout patterns for features in at least one layer of a given patterned structure. The method also includes the step of converting the physical design layout patterns into coordinate arrays, a given coordinate array comprising feature center coordinates for the features in a given one of the physical design layout patterns. The method further includes the step of training, utilizing the coordinate arrays, a generative adversarial network (GAN) comprising discriminator and generator neural networks. The method further includes the step of generating one or more synthetic coordinate arrays utilizing the trained generator neural network of the GAN, a given one of the synthetic coordinate arrays comprising feature center coordinates of features for a new physical design layout pattern.

Claim (Index 12):
The method of  claim 1 , further comprising applying post-processing to the generated synthetic coordinate arrays using one or more design rule checks.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 93.0
- Lexical Diversity: 2.74138
- Patent Class: 716.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15994396', '15994461', '12835891', '13760437', '12385765']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3369121103756209
- 35 USC 102 Novelty (BERT): 0.4990414333045739
- Combined Prediction Score: 0.3531250426685163
- Mean Citation Score: 217.03251
- Max Citation Score: 310.67236
- Similarity Product: 218.9510681209136

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