Can FPGAs Beat GPUs in Accelerating Next-Generation Deep Neural Networks?
Eriko NurvitadhiGanesh VenkateshJaewoong SimDebbie MarrRandy HuangJason Ong Gee HockYeong Tat LiewKrishnan SrivatsanDuncan J. M. MossSuchit SubhaschandraGuy BoudoukhPublished in: FPGA (2017)
Keyphrases
- neural network
- parallel architectures
- pattern recognition
- fuzzy logic
- parallel processing
- back propagation
- field programmable gate array
- neural network model
- self organizing maps
- real time
- fault diagnosis
- graphics hardware
- neural nets
- artificial neural networks
- genetic algorithm
- cloud computing
- computational intelligence
- general purpose
- embedded systems
- control system
- computational power
- multi layer perceptron
- deep learning
- image processing
- adaptive resonance theory