Scalable and modularized RTL compilation of Convolutional Neural Networks onto FPGA.
Yufei MaNaveen SudaYu CaoJae-sun SeoSarma B. K. VrudhulaPublished in: FPL (2016)
Keyphrases
- convolutional neural networks
- convolutional network
- low cost
- high speed
- hardware implementation
- hardware description language
- model based diagnosis
- web scale
- real time
- real time image processing
- programmable logic
- digital signal
- hardware architecture
- fpga hardware
- hardware architectures
- low power consumption
- software implementation
- memory efficient
- data acquisition
- lightweight
- neural network