Accelerating Binarized Convolutional Neural Networks with Software-Programmable FPGAs.
Ritchie ZhaoWeinan SongWentao ZhangTianwei XingJeng-Hau LinMani B. SrivastavaRajesh GuptaZhiru ZhangPublished in: FPGA (2017)
Keyphrases
- convolutional neural networks
- hardware software
- convolutional network
- low cost
- software development
- software systems
- embedded systems
- hardware design
- software architecture
- computer systems
- user interface
- hardware and software
- software developers
- reconfigurable hardware
- software package
- software maintenance
- hardware implementation
- software projects
- software tools
- test cases
- real time
- field programmable gate array
- source code
- multiscale
- document images
- image processing
- learning algorithm