18435993. FPGA Specialist Processing Block for Machine Learning simplified abstract (Intel Corporation)
Contents
- 1 FPGA Specialist Processing Block for Machine Learning
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 FPGA Specialist Processing Block for Machine Learning - 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 Unanswered Questions
- 1.11 Original Abstract Submitted
FPGA Specialist Processing Block for Machine Learning
Organization Name
Inventor(s)
Martin Langhammer of Alderbury (GB)
Dongdong Chen of San Jose CA (US)
Jason R. Bergendahl of Cupertino CA (US)
FPGA Specialist Processing Block for Machine Learning - A simplified explanation of the abstract
This abstract first appeared for US patent application 18435993 titled 'FPGA Specialist Processing Block for Machine Learning
Simplified Explanation
The present disclosure describes a digital signal processing (DSP) block that includes a plurality of columns of weight registers and a plurality of inputs configured to receive a first plurality of values and a second plurality of values. The first plurality of values is stored in the plurality of columns of weight registers after being received. Additionally, the DSP block includes a plurality of multipliers configured to simultaneously multiply each value of the first plurality of values by each value of the second plurality of values.
- The DSP block includes multiple columns of weight registers.
- The DSP block has inputs for receiving two sets of values.
- The first set of values is stored in the weight registers.
- The DSP block contains multiple multipliers for multiplying corresponding values from the two sets simultaneously.
Potential Applications
This technology could be applied in:
- Digital signal processing systems
- Image and video processing applications
- Communication systems
Problems Solved
This technology helps in:
- Efficiently processing multiple sets of values simultaneously
- Improving the speed and accuracy of signal processing tasks
Benefits
The benefits of this technology include:
- Faster processing of data
- Increased efficiency in signal processing
- Enhanced performance in various applications
Potential Commercial Applications
A potential commercial application of this technology could be in:
- High-speed data processing systems
- Telecommunication equipment
- Image and video processing devices
Possible Prior Art
One possible prior art for this technology could be:
- Existing digital signal processing blocks with single sets of inputs and weight registers.
Unanswered Questions
How does this technology compare to existing DSP blocks in terms of speed and efficiency?
The article does not provide a direct comparison with existing DSP blocks in terms of speed and efficiency.
Are there any limitations to the number of values that can be processed simultaneously by this DSP block?
The article does not mention any limitations on the number of values that can be processed simultaneously by this DSP block.
Original Abstract Submitted
The present disclosure describes a digital signal processing (DSP) block that includes a plurality of columns of weight registers and a plurality of inputs configured to receive a first plurality of values and a second plurality of values. The first plurality of values is stored in the plurality of columns of weight registers after being received. Additionally, the DSP block includes a plurality of multipliers configured to simultaneously multiply each value of the first plurality of values by each value of the second plurality of values.
