High Performance Scalable FPGA Accelerator for Deep Neural Networks.
Sudarshan SrinivasanPradeep JanedulaSaurabh DhobleSasikanth AvanchaDipankar DasNaveen MellempudiBharat DagaMartin LanghammerGregg BaecklerBharat KaulPublished in: CoRR (2019)
Keyphrases
- neural network
- field programmable gate array
- low power consumption
- hardware implementation
- artificial neural networks
- high speed
- data intensive
- pattern recognition
- back propagation
- embedded systems
- real time
- compute intensive
- neural nets
- image processing algorithms
- fuzzy logic
- neural network model
- real time image processing
- low latency
- data intensive computing
- activation function
- highly scalable
- fpga implementation
- parallel computing
- feed forward
- high efficiency
- recurrent neural networks
- high reliability
- software implementation
- parallel processing
- low cost
- coarse grained
- fuzzy systems
- multi layer
- hardware design
- hardware architecture
- lightweight
- fpga technology
- expert systems