17940929. Surveillance Cameras Implemented using Integrated Circuit Devices having Analog Inference Capability simplified abstract (Micron Technology, Inc.)
Contents
- 1 Surveillance Cameras Implemented using Integrated Circuit Devices having Analog Inference Capability
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 Surveillance Cameras Implemented using 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 Unanswered Questions
- 1.10 Original Abstract Submitted
Surveillance Cameras Implemented using Integrated Circuit Devices having Analog Inference Capability
Organization Name
Inventor(s)
Surveillance Cameras Implemented using Integrated Circuit Devices having Analog Inference Capability - A simplified explanation of the abstract
This abstract first appeared for US patent application 17940929 titled 'Surveillance Cameras Implemented using Integrated Circuit Devices having Analog Inference Capability
Simplified Explanation
The abstract describes a surveillance camera system that utilizes memory cells to store weight matrices and output images, an inference logic circuit for processing data, and a microprocessor for communication with a computer system to report the output image.
- Image sensing pixel array generates data of input image
- Memory cell array stores weight matrices and output image data
- Inference logic circuit performs multiplication and accumulation operations
- Microprocessor communicates output image to computer system
Potential Applications
This technology can be applied in various surveillance systems, security cameras, and image processing applications.
Problems Solved
This technology solves the problem of efficiently processing and storing image data in surveillance cameras, improving overall system performance.
Benefits
The benefits of this technology include enhanced image processing capabilities, improved surveillance camera performance, and efficient communication with external systems.
Potential Commercial Applications
"Enhancing Surveillance Systems with Memory Cell Technology"
Unanswered Questions
How does this technology compare to traditional surveillance camera systems?
This technology offers improved processing and storage capabilities compared to traditional surveillance camera systems, but the exact performance differences are not specified in the abstract.
What are the potential limitations of this technology in real-world applications?
While the abstract highlights the benefits of the technology, it does not address any potential limitations or challenges that may arise when implementing it in real-world scenarios.
Original Abstract Submitted
A surveillance camera having: an image sensing pixel array operable to generate first data representative of an input image; a memory cell array having memory cells, wherein threshold voltages of the memory cells are programmable in a first mode to store weight matrices and programmable in a second mode to store second data representative of an output image generated from the input image; voltage drivers; current digitizers; an inference logic circuit operable to perform operations of multiplication and accumulation using the voltage drivers, the current digitizers, and a first portion of the memory cells programmed in the first mode to store the weight matrices used in generation of the output image; a transceiver; and a microprocessor configured to use the transceiver to communicate, to a computer system, a report identifying the output image stored in the memory cell array.
