18050699. SEMICONDUCTOR DEVICE, METHOD OF OPERATING SEMICONDUCTOR DEVICE, AND SEMICONDUCTOR SYSTEM simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)
SEMICONDUCTOR DEVICE, METHOD OF OPERATING SEMICONDUCTOR DEVICE, AND SEMICONDUCTOR SYSTEM
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Inventor(s)
SEMICONDUCTOR DEVICE, METHOD OF OPERATING SEMICONDUCTOR DEVICE, AND SEMICONDUCTOR SYSTEM - A simplified explanation of the abstract
This abstract first appeared for US patent application 18050699 titled 'SEMICONDUCTOR DEVICE, METHOD OF OPERATING SEMICONDUCTOR DEVICE, AND SEMICONDUCTOR SYSTEM
Simplified Explanation
The described techniques in this patent application aim to improve semiconductor device configurations and processes for artificial intelligence operations. The innovation involves using two separate memories in a semiconductor device: one for storing data before the AI operation and another for storing data after the AI operation. This approach simplifies the device layout, requires minimal hardware configurations, and reduces the need for extensive software. It also enables processing when the input and output data domains are different.
- Semiconductor device configured with two memories: one for pre-AI operation data and another for post-AI operation data.
- Simplified layout for semiconductor device, minimizing hardware configurations and software requirements.
- Enables processing when input and output data domains differ.
Potential Applications
This technology has potential applications in various fields where artificial intelligence operations are performed, including:
- Machine learning systems
- Robotics
- Natural language processing
- Computer vision
- Autonomous vehicles
Problems Solved
The innovation addresses several challenges in semiconductor device configurations for artificial intelligence operations, including:
- Complex layouts and extensive hardware configurations
- High software requirements
- Difficulties in processing data with different input and output domains
Benefits
The use of this technology offers several benefits for artificial intelligence operations:
- Simplified semiconductor device layout
- Reduced hardware requirements
- Minimized software complexity
- Improved processing capabilities for data with different input and output domains
Original Abstract Submitted
The described techniques provide efficient semiconductor device configurations and improved processes for facilitating artificial intelligence operations. In an example, a semiconductor device may be configured with first memory for storing data before an artificial intelligence operation and second memory for storing data after an artificial intelligence operation. The use of the first memory and the second memory for storing data before and after the artificial intelligence operation, respectively, may support a simplified layout for a semiconductor device to facilitate artificial intelligence operations with minimal hardware configurations and limited software. In addition, the use of the first memory and the second memory for storing data before and after the artificial intelligence operation, respectively, may allow for processing when the domains of input data and output data are different.
