PATENT CLAIM ANALYSIS

Application Number: 15875227
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2018-08
Patent Classification: ["382", "118000"]

Abstract:
A system, method and apparatus for detecting facial expressions according to EMG signals.

Claim (Index 18):
The system of  claim 1 , further comprising:\n a classifier training system for training said classifier, said training system configured to receive a plurality of sets of processed EMG signals from a plurality of training users, each set comprising a plurality of groups of processed EMG signals from each training user, each group of processed EMG signals corresponding to a classified facial expression of said training user; wherein said training system is configured to compute a similarity score for said classified facial expressions of said training users, said training system configured to fuse together each plurality of said classified facial expressions having said similarity score above a threshold indicating excessive similarity, so as to form a reduced number of said classified facial expressions; said training system configured to train said classifier on said reduced number of said classified facial expressions.

Metadata:
- Claim Count in Document: 22.0
- Percentile: 86.0
- Lexical Diversity: 1.0
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15875306', '10984488', '14661788', '15398881', '13945657']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3139145998705571
- 35 USC 102 Novelty (BERT): 0.5800954742566033
- Combined Prediction Score: 0.3405326873091617
- Mean Citation Score: 258.928654
- Max Citation Score: 545.2091
- Similarity Product: 382.568823193115

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