18399061. ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICE simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)
Contents
- 1 ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICE
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICE - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Potential Applications
- 1.6 Problems Solved
- 1.7 Benefits
- 1.8 Potential Commercial Applications
- 1.9 Possible Prior Art
- 1.10 Original Abstract Submitted
ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICE
Organization Name
Inventor(s)
Minhyeok Kweun of Suwon-si (KR)
ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICE - A simplified explanation of the abstract
This abstract first appeared for US patent application 18399061 titled 'ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICE
Simplified Explanation
The abstract describes an electronic device and a controlling method for the device, which includes a communicator, memory for storing data for a neural network model, processors for training and preprocessing the model, and controlling the communication with external devices.
- The electronic device includes a communicator, memory for storing data for a neural network model, and processors for training and preprocessing the model.
- The processors determine operation speeds for the training and preprocessing processes, and control the communication with external devices to transmit input values and receive output values.
- The device is able to optimize the processing of data by offloading preprocessing tasks to external devices, improving overall efficiency and performance.
Potential Applications
This technology could be applied in various fields such as artificial intelligence, machine learning, data processing, and communication systems.
Problems Solved
This technology helps in optimizing the processing of data by offloading preprocessing tasks to external devices, improving overall efficiency and performance of the electronic device.
Benefits
The benefits of this technology include improved processing efficiency, enhanced performance, and better utilization of resources by offloading preprocessing tasks to external devices.
Potential Commercial Applications
Potential commercial applications of this technology could include smart devices, data centers, communication systems, and other industries requiring efficient data processing and communication capabilities.
Possible Prior Art
One possible prior art could be the use of distributed computing systems to optimize data processing tasks by offloading certain processes to external devices.
What is the impact of this technology on data processing efficiency?
This technology significantly improves data processing efficiency by offloading preprocessing tasks to external devices, allowing the electronic device to focus on training the neural network model.
How does this technology enhance communication with external devices?
This technology enhances communication with external devices by controlling the transmission of input values for preprocessing tasks and receiving output values from the external devices, improving overall data processing capabilities.
Original Abstract Submitted
An electronic device and a controlling method of the electronic device are provided. The electronic device includes a communicator; at least one memory configured to store data for a neural network model; at least one first processor configured to perform a training process of the neural network model; and at least one second processor configured to: perform a plurality of preprocessing processes for the training process, determine a first operation speed of at least one preprocessing process of the plurality of preprocessing processes performed by the at least one second processor and a second operation speed of the training process performed by the at least one first processor, based on the first operation speed being slower than the second operation speed, control the communicator to transmit at least one input value for the at least one preprocessing process to an external device connected to the electronic device, and obtain an output value corresponding to the at least one input value by receiving, through the communicator, a processing result of the external device for the at least one input value from the external device.
