PATENT CLAIM ANALYSIS

Application Number: 16145077
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2019-03
Patent Classification: ["706", "033000"]

Abstract:
Systems and/or devices for efficient and intuitive methods for implementing artificial neural networks specifically designed for parallel AI processing are provided herein. In various implementations, the disclosed systems, devices, and methods complement or replace conventional systems, devices, and methods for parallel neural processing that (a) greatly reduce neural processing time necessary to process more complex problem sets; (b) implement neuroplasticity necessary for self-learning; and (c) introduce the concept and application of implicit memory, in addition to explicit memory, necessary to imbue an element of intuition. With these properties, implementations of the disclosed invention make it possible to emulate human consciousness or awareness.

Claim (Index 8):
A classifier system configured to process one or more input signals during one or more clock cycles, comprising:\n a plurality of sub-classifiers, each of the plurality of sub-classifiers including:\n a weighted input module, the weighted input module configured to apply a weighting to a respective input signal for a respective clock cycle to generate a weighted input signal; \n a comparison module coupled to the weighted input module, the comparison module configured to:\n receive the weighted input signal at a comparison module input line; and \n generate an output signal at a comparison module output line; the comparison module being further configured to:\n determine whether the weighted input signal has a value that is between a lower window range value and an upper window range value; \n in response to a determination that the weighted input signal has a value between the lower window range value and the upper window range value, set an first output signal to have a value greater than a predetermined output threshold at the comparison module output line; and \n in response to a determination that the weighted input signal has a value that is not between the lower window range value and the upper window range value, set the first output signal to have a value less than the predetermined output threshold at the comparison module output line; and \n \n \n a master classifier coupled to the plurality of sub-classifiers, the master classifier configured to:\n receive each of the respective output signals from each of the plurality of sub-classifiers during the one or more clock cycles, and \n determine a classifier response based on the subset of the plurality of sub-classifiers that produce a respective output signal having a value greater than the predetermined output threshold.

Metadata:
- Claim Count in Document: 22.0
- Percentile: 97.0
- Lexical Diversity: 1.59211
- Patent Class: 706.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['13756372', '11504390', '10642422', '15703027', '14558414']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3016287116064642
- 35 USC 102 Novelty (BERT): 0.4924741895739025
- Combined Prediction Score: 0.320713259403208
- Mean Citation Score: 171.348682
- Max Citation Score: 188.68329
- Similarity Product: 126.88433063351692

Labels:
- Claim Label 101: 1
- Claim Label 102: 0
- Claim Label 103: 1
- Claim Label 112: 0
- Combined Label: 0
- Label 101 Adjusted: 1

Dataset: test