SPEC2: SPECtral SParsE CNN Accelerator on FPGAs.
Yue NiuHanqing ZengAjitesh SrivastavaKartik LakhotiaRajgopal KannanYanzhi WangViktor K. PrasannaPublished in: HiPC (2019)
Keyphrases
- field programmable gate array
- cellular neural networks
- sparse representation
- high dimensional
- hardware implementation
- sparse data
- introducing additional
- convolutional neural network
- spectral analysis
- embedded systems
- parallel implementation
- parallel computing
- hyperspectral imagery
- computer vision
- sparse coding
- parallel architectures
- image processing
- image processing algorithms
- parallel algorithm
- hardware design
- fpga implementation
- spectral images
- spectral resolution
- object detection