18455844. Data Encoding Method and Related Device simplified abstract (HUAWEI TECHNOLOGIES CO., LTD.)
Contents
Data Encoding Method and Related Device
Organization Name
Inventor(s)
Data Encoding Method and Related Device - A simplified explanation of the abstract
This abstract first appeared for US patent application 18455844 titled 'Data Encoding Method and Related Device
Simplified Explanation
The patent application describes a data encoding method that uses a volume preserving flow model to encode data. Here is a simplified explanation of the abstract:
- The method starts by obtaining the data that needs to be encoded.
- The data is then processed using a volume preserving flow model, which generates a hidden variable output.
- The volume preserving flow model includes a target volume preserving flow layer, which performs an invertible operation on the data while preserving its volume.
- The target volume preserving flow layer multiplies the data with a preset coefficient, which is not equal to 1.
- Finally, the hidden variable output is encoded to obtain the encoded data.
Potential applications of this technology:
- Data encryption and secure communication
- Data compression and storage
- Machine learning and artificial intelligence algorithms
Problems solved by this technology:
- Ensures that the encoded data can be accurately decoded without loss of information.
- Provides a method for preserving the volume of data during encoding, which is important for certain applications.
Benefits of this technology:
- Improved data security and privacy.
- Efficient data compression and storage.
- Enhanced performance of machine learning and AI algorithms.
Original Abstract Submitted
A data encoding method includes obtaining to-be-encoded data; processing the to-be-encoded data by using a volume preserving flow model to obtain a hidden variable output, where the volume preserving flow model includes a target volume preserving flow layer, an operation corresponding to the target volume preserving flow layer is an invertible operation that meets a volume preserving flow constraint, the target volume preserving flow layer is used to perform a multiplication operation on a preset coefficient and first data input to the target volume preserving flow layer, and the preset coefficient is not 1; and encoding the hidden variable output to obtain encoded data.
