18415946. ELECTRONIC DEVICE AND OPERATION METHOD OF ELECTRONIC DEVICE FOR PERFORMING CALCULATION USING ARTIFICIAL INTELLIGENCE MODEL simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)
ELECTRONIC DEVICE AND OPERATION METHOD OF ELECTRONIC DEVICE FOR PERFORMING CALCULATION USING ARTIFICIAL INTELLIGENCE MODEL
Organization Name
Inventor(s)
Junhyuk Lee of Gyeonggi-do (KR)
Hyunbin Park of Gyeonggi-do (KR)
Seungjin Yang of Gyeonggi-do (KR)
ELECTRONIC DEVICE AND OPERATION METHOD OF ELECTRONIC DEVICE FOR PERFORMING CALCULATION USING ARTIFICIAL INTELLIGENCE MODEL - A simplified explanation of the abstract
This abstract first appeared for US patent application 18415946 titled 'ELECTRONIC DEVICE AND OPERATION METHOD OF ELECTRONIC DEVICE FOR PERFORMING CALCULATION USING ARTIFICIAL INTELLIGENCE MODEL
Simplified Explanation: The patent application describes an electronic device that can load and compile artificial intelligence models, skip calculations for certain activation functions, and perform calculations for input values.
Key Features and Innovation:
- Electronic device with processor and memory.
- Instructions to load and compile artificial intelligence models.
- Ability to determine and skip calculations for specific activation functions.
- Perform calculations for input values when necessary.
Potential Applications: This technology can be used in various industries such as healthcare, finance, and autonomous vehicles for efficient processing of artificial intelligence models.
Problems Solved: This technology addresses the need for optimizing calculations in artificial intelligence models, improving efficiency and performance.
Benefits:
- Faster processing of artificial intelligence models.
- Improved efficiency in calculations.
- Enhanced performance of electronic devices.
Commercial Applications: The technology can be applied in industries requiring real-time data processing, such as autonomous vehicles, medical diagnostics, and financial analysis, leading to improved accuracy and speed in decision-making processes.
Prior Art: Researchers can explore prior art related to optimization techniques in artificial intelligence models and activation functions to understand the evolution of similar technologies.
Frequently Updated Research: Stay updated on advancements in artificial intelligence optimization techniques and activation functions to enhance the performance of electronic devices.
Questions about Artificial Intelligence Optimization: 1. How does this technology impact the speed of processing artificial intelligence models? 2. What are the potential limitations of skipping calculations for specific activation functions in artificial intelligence models?
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Original Abstract Submitted
According to certain embodiments, an electronic device comprises: a processor and memory storing instructions; and wherein the instructions, when executed by the processor, further cause the electronic device to: load and compile an artificial intelligence model stored in the memory; determine whether the compiled artificial intelligence model includes a first-type activation function; when the first-type activation function is included in the compiled artificial intelligence model, skip a calculation with respect to a designated value when the designated value exists in a feature map and calculate a value to be calculated subsequent to the designated value; and when the first-type activation function is not included in the compiled artificial intelligence model, perform a calculation with respect to input values of the feature map.
