Invention Grant
- Patent Title: Data compression and communication using machine learning
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Application No.: US16776221Application Date: 2020-01-29
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Publication No.: US11216742B2Publication Date: 2022-01-04
- Inventor: Bhaskar Bhattacharyya
- Applicant: ioCurrents, Inc.
- Applicant Address: US WA Seattle
- Assignee: ioCurrents, Inc.
- Current Assignee: ioCurrents, Inc.
- Current Assignee Address: US WA Seattle
- Agency: Seed IP Law Group LLP
- Main IPC: G06N7/00
- IPC: G06N7/00 ; G06N20/00 ; G06F16/2458

Abstract:
A method of communicating information, comprising modeling a stream of sensor data, to produce parameters of a predictive statistical model; communicating information defining the predictive statistical model from a transmitter to a receiver; and after communicating the information defining the predictive statistical model to the receiver, communicating information characterizing subsequent sensor data from the transmitter to the receiver, dependent on an error of the subsequent sensor data with respect to a prediction of the subsequent sensor data by the statistical model. A corresponding method is also encompassed.
Public/Granted literature
- US20200285983A1 DATA COMPRESSION AND COMMUNICATION USING MACHINE LEARNING Public/Granted day:2020-09-10
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06N | 基于特定计算模型的计算机系统 |
G06N7/00 | 基于特定数学模式的计算机系统 |