Samsung electronics co., ltd. (20240319871). MEMORY DEVICE USING MULTISTAGE ACCELERATION, OPERATING METHOD OF MEMORY DEVICE, AND ELECTRONIC DEVICE INCLUDING THE SAME simplified abstract
MEMORY DEVICE USING MULTISTAGE ACCELERATION, OPERATING METHOD OF MEMORY DEVICE, AND ELECTRONIC DEVICE INCLUDING THE SAME
Organization Name
Inventor(s)
MEMORY DEVICE USING MULTISTAGE ACCELERATION, OPERATING METHOD OF MEMORY DEVICE, AND ELECTRONIC DEVICE INCLUDING THE SAME - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240319871 titled 'MEMORY DEVICE USING MULTISTAGE ACCELERATION, OPERATING METHOD OF MEMORY DEVICE, AND ELECTRONIC DEVICE INCLUDING THE SAME
Simplified Explanation:
This patent application describes an electronic device with a memory package that includes memory devices and accelerator circuits for data processing. The memory controller uses a neural network for fine acceleration operations to obtain inference results.
- The electronic device includes a memory package with memory devices and accelerator circuits for data processing.
- The memory controller utilizes a neural network for fine acceleration operations.
- The device is designed to obtain inference results efficiently.
Key Features and Innovation:
- Utilization of accelerator circuits for data processing in the memory package.
- Implementation of a neural network in the memory controller for fine acceleration operations.
- Efficient obtaining of inference results through the electronic device.
Potential Applications:
This technology could be applied in:
- Artificial intelligence systems
- Data analytics platforms
- High-performance computing devices
Problems Solved:
- Enhancing data processing speed and efficiency
- Improving inference result accuracy
- Optimizing memory usage in electronic devices
Benefits:
- Faster data processing capabilities
- Enhanced accuracy in inference results
- Improved overall performance of electronic devices
Commercial Applications:
Title: Accelerated Data Processing Technology for Electronic Devices This technology could be utilized in various industries such as:
- Healthcare for medical imaging analysis
- Finance for fraud detection systems
- Automotive for autonomous driving algorithms
Prior Art:
Prior research in the field of memory acceleration and neural network integration in electronic devices can be explored to understand the existing technologies and advancements.
Frequently Updated Research:
Stay updated on the latest developments in memory acceleration technologies and neural network applications in electronic devices to enhance the efficiency and performance of data processing systems.
Questions about Accelerated Data Processing Technology for Electronic Devices:
1. How does the neural network integration improve data processing in electronic devices? 2. What are the potential limitations of using accelerator circuits for data processing in memory packages?
Original Abstract Submitted
an electronic device is provided. the electronic host includes: a host; a memory package including a plurality of memory devices and a first accelerator circuit configured to receive first data from the plurality of memory devices and perform a coarse acceleration operation based on the first data to obtain second data; and a memory controller including a second accelerator circuit configured to receive the second data from the first accelerator circuit and perform a fine acceleration operation based on a neural network and the second data to obtain an inference result.
