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 13):
A method of constructing and training a neural network that is configured to process a signal, the method comprising:\n identifying a processing function to be performed on the signal by the neural network; determining, an optimum format for training vectors to be applied to the neural network; determining a number of layers of the neural network, number of nodes per layer, the node connectivity structure, and initial weights of the neural network; and inputting, into the neural network, a plurality of formatted training vectors in order to train the neural network to perform the processing function on the signal.

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): 0.4432418063360946
- 35 USC 102 Novelty (BERT): 0.4729670348882552
- Combined Prediction Score: 0.4462143291913107
- Mean Citation Score: 151.765756
- Max Citation Score: 161.38416999999995
- Similarity Product: 117.37718671343264

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