A high performance FPGA-based accelerator for large-scale convolutional neural networks.
Huimin LiXitian FanLi JiaoWei CaoXuegong ZhouLingli WangPublished in: FPL (2016)
Keyphrases
- convolutional neural networks
- field programmable gate array
- convolutional network
- data intensive
- small scale
- cost effective
- machine learning
- information systems
- real life
- databases
- application specific
- parallel implementation
- hardware design
- scientific computing
- compute intensive
- real world
- computer vision
- knowledge base
- shared memory
- artificial intelligence
- data mining