Application Specific Architecture for Hardware Accelerating HOG-SVM to Achieve High Throughput on HD Frames.
Piyumal RanawakaMongkol EkpanyapongAdriano TavaresJorge CabralKrit AthikulwongseVitor Alberto SilvaPublished in: ASAP (2019)
Keyphrases
- high throughput
- application specific
- instruction set
- general purpose
- computation intensive
- data acquisition
- low latency
- microarray
- genome wide
- high bandwidth
- dynamic reconfiguration
- systems biology
- real time
- biological data
- low cost
- support vector machine svm
- mass spectrometry data
- genomic data
- gene selection
- support vector machine
- proteomic data
- feature selection
- machine learning
- hardware implementation
- monitoring system
- mass spectrometry
- data sets
- protein protein interactions
- knn
- file system
- xml schema
- microarray data
- gene expression data
- gene expression
- dna sequencing
- feature vectors