Samsung electronics co., ltd. (20240111828). IN MEMORY COMPUTING PROCESSOR AND METHOD THEREOF WITH DIRECTION-BASED PROCESSING simplified abstract
Contents
- 1 IN MEMORY COMPUTING PROCESSOR AND METHOD THEREOF WITH DIRECTION-BASED PROCESSING
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 IN MEMORY COMPUTING PROCESSOR AND METHOD THEREOF WITH DIRECTION-BASED PROCESSING - 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
IN MEMORY COMPUTING PROCESSOR AND METHOD THEREOF WITH DIRECTION-BASED PROCESSING
Organization Name
Inventor(s)
SOON-WAN Kwon of Suwon-si (KR)
IN MEMORY COMPUTING PROCESSOR AND METHOD THEREOF WITH DIRECTION-BASED PROCESSING - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240111828 titled 'IN MEMORY COMPUTING PROCESSOR AND METHOD THEREOF WITH DIRECTION-BASED PROCESSING
Simplified Explanation
The abstract describes an in-memory computing (IMC) processor that includes a static random access memory (SRAM) IMC device with type 1 and type 2 IMC macros for performing multiply and accumulate (MAC) operations. The processor also features a shift accumulator for performing shift operations on the output of the SRAM IMC device.
- In-memory computing (IMC) processor with SRAM IMC device
- Type 1 IMC macros for MAC operations with consistent data writing direction
- Type 2 IMC macros for MAC operations with different data writing direction
- Shift accumulator for shift operations on output and accumulation of results
Potential Applications
The technology can be applied in:
- Artificial intelligence
- Machine learning
- Signal processing
Problems Solved
The technology helps in:
- Improving processing speed
- Reducing power consumption
- Enhancing efficiency of MAC operations
Benefits
The benefits of this technology include:
- Faster computation
- Lower energy consumption
- Enhanced performance in MAC operations
Potential Commercial Applications
This technology can be utilized in:
- High-performance computing systems
- Edge computing devices
- IoT devices
Possible Prior Art
One possible prior art is the use of SRAM in-memory computing devices for accelerating computational tasks in various applications.
Unanswered Questions
How does this technology compare to traditional processors in terms of performance and efficiency?
This article does not provide a direct comparison between the IMC processor and traditional processors in terms of performance and efficiency.
What are the potential limitations or drawbacks of implementing this technology in practical applications?
The article does not address any potential limitations or drawbacks of implementing this technology in practical applications.
Original Abstract Submitted
disclosed is an in memory computing (imc) processor. an in memory computing (imc) processor includes a static random access memory (sram) imc device including type 1 imc macros in which a direction of writing data therein is the same as an operation direction of performing a multiply and accumulate (mac) operation in the type 1 imc macros, and type 2 imc macros in which a direction of writing data therein is different from the operation direction in the type 1 imc macros, and the sram imc device is configured to use the type 1 imc macros and the type 2 imc macros to perform a multiply and accumulation (mac) operation between an input feature map and a weight, and a shift accumulator configured to perform a shift operation on an output of the sram imc device and accumulate a result of the shift operation.
