PATENT CLAIM ANALYSIS

Application Number: 16273031
Application Type: Utility
Filing Date: 2019-02
Publication Date: 2019-08
Patent Classification: ["706", "025000"]

Abstract:
The present disclosure provides an integrated circuit chip device and related product thereof. The integrated circuit chip device includes an external interface and a processing circuit. The processing circuit is configured to quantize the first layer input data and the first layer weight group data to obtain a first layer quantized input data and a first layer quantized weight group data; query a first layer output data corresponding to the first layer quantized input data and the first layer quantized weight group data from a preset output result table, determine the first layer output data as a second layer input data, and input the second layer input data into n-1 layers to execute forward operations to obtain nth layer output data; the n th  layer output data gradients is determined according to the n th  layer output data and the n th  layer back operations is obtained according to the training instructions.

Claim (Index 12):
The method of  claim 11 , wherein the clustering algorithm comprises one or more of a group consisting of K-means algorithm, K-medoids algorithm, Clara algorithm and Clarans algorithm.

Metadata:
- Claim Count in Document: 32.0
- Percentile: 99.0
- Lexical Diversity: 2.65
- Patent Class: 706.0
- Transitional Phrase Type: closed
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['16075540', '16038083', '10571602', '15655203', '16228357']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4082592362456451
- 35 USC 102 Novelty (BERT): 0.4821264994814013
- Combined Prediction Score: 0.4156459625692207
- Mean Citation Score: 157.77427
- Max Citation Score: 163.24976
- Similarity Product: 106.30829178817751

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

Dataset: test