Intel corporation (20240176619). FPGA Specialist Processing Block for Machine Learning simplified abstract
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 20240176619 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 for storing values.
- The block has inputs to receive two sets of values.
- The first set of values is stored in the weight registers.
- Multiple multipliers are used to multiply each value from the first set with each value from the second set simultaneously.
Potential Applications
The technology described in this patent application could be applied in:
- Digital signal processing systems
- Image and video processing applications
- Audio processing 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 signals
- Higher efficiency in handling multiple values
- Enhanced performance in DSP applications
Potential Commercial Applications
The potential commercial applications of this technology could be in:
- Consumer electronics
- Telecommunications industry
- Automotive sector
Possible Prior Art
One possible prior art for this technology could be:
- Existing DSP blocks with single sets of inputs and weight registers
Unanswered Questions
How does this technology compare to traditional DSP blocks in terms of processing speed?
The article does not provide a direct comparison between this technology and traditional DSP blocks in terms of processing speed.
Are there any limitations to the number of values that can be processed simultaneously using this technology?
The article does not mention any limitations on the number of values that can be processed simultaneously using this technology.
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.
