Minimizing Area and Energy of Deep Learning Hardware Design Using Collective Low Precision and Structured Compression.
Shihui YinGaurav SrivastavaShreyas K. VenkataramanaiahChaitali ChakrabartiVisar BerishaJae-sun SeoPublished in: CoRR (2018)
Keyphrases
- deep learning
- hardware design
- unsupervised learning
- fpga hardware
- hardware implementation
- unsupervised feature learning
- machine learning
- deep architectures
- mental models
- weakly supervised
- field programmable gate array
- computer vision
- reinforcement learning
- pattern recognition
- signal processing
- image processing algorithms