FPGA-accelerated deep convolutional neural networks for high throughput and energy efficiency.
Yuran QiaoJunzhong ShenTao XiaoQianming YangMei WenChunyuan ZhangPublished in: Concurr. Comput. Pract. Exp. (2017)
Keyphrases
- high throughput
- energy efficiency
- convolutional neural networks
- energy consumption
- power consumption
- data acquisition
- wireless sensor networks
- genome wide
- sensor networks
- biological data
- data center
- microarray
- energy efficient
- systems biology
- energy saving
- high speed
- power management
- routing protocol
- smart home
- response time
- genomic data
- power saving
- mass spectrometry data
- low cost
- sensor nodes
- base station
- real time
- mass spectrometry
- protein protein interactions
- data collection
- computer vision
- network topology
- monitoring system
- gene expression
- intelligent agents
- cloud computing
- data management