PATENT CLAIM ANALYSIS

Application Number: 15950629
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2019-10
Patent Classification: ["375", "316000"]

Abstract:
A method of processing a radio frequency signal includes: receiving the radio frequency signal at an antenna of a receiver device; processing, by a radio frequency front-end device, the radio frequency signal; converting, by an analog-to-digital converter, the analog signal to a digital signal; receiving, by a neural network, the digital signal; and processing, by the neural network, the digital signal to produce an output.

Claim (Index 14):
The method of  claim 13 , comprising:\n recording trained weights of the neural network after completion of training of the neural network; evaluating performance of the processing function of the neural network by using the trained weights; and iteratively adjusting the training vector format, the number of layers of the neural network, the number of nodes per layer of the neural network, and the node connectivity structure until desired performance of the processing function is achieved.

Metadata:
- Claim Count in Document: 4.0
- Percentile: 91.0
- Lexical Diversity: 2.39394
- Patent Class: 375.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15579917', '15633288', '14793434', '15138821', '15209135']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4429069629475666
- 35 USC 102 Novelty (BERT): 0.474246210017391
- Combined Prediction Score: 0.4460408876545491
- Mean Citation Score: 151.765756
- Max Citation Score: 161.38416999999995
- Similarity Product: 116.1115151660144

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

Dataset: test