17940937. Memory Usage Configurations for Integrated Circuit Devices having Analog Inference Capability simplified abstract (Micron Technology, Inc.)
Contents
- 1 Memory Usage Configurations for Integrated Circuit Devices having Analog Inference Capability
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 Memory Usage Configurations for Integrated Circuit Devices having Analog Inference Capability - 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
Memory Usage Configurations for Integrated Circuit Devices having Analog Inference Capability
Organization Name
Inventor(s)
Memory Usage Configurations for Integrated Circuit Devices having Analog Inference Capability - A simplified explanation of the abstract
This abstract first appeared for US patent application 17940937 titled 'Memory Usage Configurations for Integrated Circuit Devices having Analog Inference Capability
Simplified Explanation
An integrated circuit device described in a patent application has a memory cell array with first layers of memory cells designed for multiplication and accumulation operations. The closest layers among the first layers are separated by at least one layer in second layers of memory cells, with restricted access to prevent corruption of weight programming in the first layers.
- Explanation:
- Memory cell array with first layers optimized for multiplication and accumulation operations.
- Closest layers among the first layers are separated by at least one layer in second layers of memory cells.
- Access to the second layers is restricted to prevent corruption of weight programming in the first layers.
Potential Applications
The technology described in this patent application could be applied in:
- Advanced computing systems
- Artificial intelligence hardware
- Signal processing applications
Problems Solved
This technology addresses the following issues:
- Preventing corruption of weight programming in memory cells
- Enhancing the efficiency of multiplication and accumulation operations
- Securing data integrity in memory cell arrays
Benefits
The benefits of this technology include:
- Improved performance in multiplication and accumulation operations
- Enhanced data security and integrity
- Increased efficiency in memory cell array operations
Potential Commercial Applications
The potential commercial applications of this technology could be in:
- High-performance computing systems
- Machine learning hardware
- Data processing units
Possible Prior Art
One possible prior art for this technology could be:
- Memory cell arrays with restricted access layers for data security
Unanswered Questions
How does this technology compare to existing memory cell array designs in terms of efficiency and data security?
This article does not provide a direct comparison with existing memory cell array designs.
What are the potential limitations or drawbacks of implementing this technology in practical applications?
This article does not address the potential limitations or drawbacks of implementing this technology.
Original Abstract Submitted
An integrated circuit device having a memory cell array with first layers of memory cells configured for operations of multiplication and accumulation. Each pair of closest layers among the first layers are configured to be separate by at least one layer in second layers of memory cells, where access to, or usages of, the second layers can be restricted or limited to prevent activities in the second layers from corrupting the weight programming in the first layers.
