Common factor mass multiplication circuitry
US10853034B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 28, 2018 |
| Grant date | Dec 1, 2020 |
| Priority date | — |
| Expiry date | Feb 9, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2207/4824
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
An integrated circuit that includes common factor mass multiplier (CFMM) circuitry is provided that multiplies a common factor operand by a large number of multiplier operands. The CFMM circuitry may be implemented as an instance specific version or a non-instance specific version. The instance specific version might also be fully enumerated so that the hardware doesn't have to be redesigned assuming all possible unique multiplier values are implemented. Either version can be formed on a programmable integrated circuit or an application-specific integrated circuit. CFMM circuitry configured in this way can be used to support convolution neural networks or any operation that requires a straight common factor multiply. Any adder component with the CFMM circuitry may be implemented using bit-serial adders. The bit-serial adders may be further connected in a tree in CNN applications to sum together many input streams.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.