SPEC2: SPECtral SParsE CNN Accelerator on FPGAs.
Yue NiuHanqing ZengAjitesh SrivastavaKartik LakhotiaRajgopal KannanYanzhi WangViktor K. PrasannaPublished in: CoRR (2019)
Keyphrases
- field programmable gate array
- cellular neural networks
- hardware implementation
- sparse data
- hyperspectral
- parallel implementation
- spectral images
- hardware software
- embedded systems
- image processing algorithms
- parallel computing
- high dimensional
- compressed sensing
- convolutional neural network
- benchmark suite
- neural network
- hardware design
- sparse coding
- sparse representation
- spectral analysis
- fpga implementation
- object detection
- real time
- introducing additional