18626268. INPUT DATA ITEM CLASSIFICATION USING MEMORY DATA ITEM EMBEDDINGS simplified abstract (Google LLC)
Contents
- 1 INPUT DATA ITEM CLASSIFICATION USING MEMORY DATA ITEM EMBEDDINGS
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 INPUT DATA ITEM CLASSIFICATION USING MEMORY DATA ITEM EMBEDDINGS - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Key Features and Innovation
- 1.6 Potential Applications
- 1.7 Problems Solved
- 1.8 Benefits
- 1.9 Commercial Applications
- 1.10 Prior Art
- 1.11 Frequently Updated Research
- 1.12 Questions about Classification Task Technology
- 1.13 Original Abstract Submitted
INPUT DATA ITEM CLASSIFICATION USING MEMORY DATA ITEM EMBEDDINGS
Organization Name
Inventor(s)
Ahmet Iscen of Seyssinet-Pariset (FR)
Alireza Fathi of Redwood City CA (US)
Cordelia Luise Schmid of Saint Ismier (FR)
INPUT DATA ITEM CLASSIFICATION USING MEMORY DATA ITEM EMBEDDINGS - A simplified explanation of the abstract
This abstract first appeared for US patent application 18626268 titled 'INPUT DATA ITEM CLASSIFICATION USING MEMORY DATA ITEM EMBEDDINGS
Simplified Explanation
The patent application describes methods, systems, and apparatus for performing a classification task on a data item using key and value embeddings of memory data items.
Key Features and Innovation
- Classification task on a data item using key and value embeddings of memory data items
- Computer programs encoded on computer storage media
- System for classifying input data items
Potential Applications
This technology can be applied in various fields such as data analysis, machine learning, artificial intelligence, and information retrieval systems.
Problems Solved
This technology addresses the need for efficient and accurate classification of data items, improving the performance of classification tasks.
Benefits
- Enhanced accuracy in data classification
- Improved efficiency in processing data items
- Potential for automation of classification tasks
Commercial Applications
- Data analysis software
- Machine learning platforms
- Information retrieval systems
Prior Art
Readers can start searching for prior art related to this technology in the fields of machine learning, data analysis, and information retrieval systems.
Frequently Updated Research
Stay updated on advancements in machine learning, data analysis, and artificial intelligence research relevant to this technology.
Questions about Classification Task Technology
What are the key components of the classification task technology described in the patent application?
The key components include key and value embeddings of memory data items, computer programs encoded on computer storage media, and a system for classifying input data items.
How does this technology improve the efficiency of classification tasks compared to traditional methods?
This technology enhances efficiency by utilizing key and value embeddings of memory data items to classify input data items accurately and quickly.
Original Abstract Submitted
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for performing a classification task on a data item. In particular, a system classifies an input data item using key and value embeddings of memory data items.
