Fast generation of high throughput customized deep learning accelerators on FPGAs.
Hanqing ZengChi ZhangViktor K. PrasannaPublished in: ReConFig (2017)
Keyphrases
- high throughput
- deep learning
- field programmable gate array
- microarray
- genome wide
- biological data
- unsupervised learning
- systems biology
- genomic data
- unsupervised feature learning
- data acquisition
- protein protein interactions
- mass spectrometry data
- proteomic data
- machine learning
- mental models
- weakly supervised
- hardware implementation
- supervised learning
- pattern recognition
- low cost
- mass spectrometry
- real time
- parallel computing
- gene expression
- data mining
- data sets
- model selection