High performance binary neural networks on the Xeon+FPGA™ platform.
Duncan J. M. MossEriko NurvitadhiJaewoong SimAsit K. MishraDebbie MarrSuchit SubhaschandraPhilip Heng Wai LeongPublished in: FPL (2017)
Keyphrases
- neural network
- real time
- low power consumption
- field programmable gate array
- high speed
- reconfigurable hardware
- hardware implementation
- back propagation
- pattern recognition
- low cost
- neural network model
- feed forward
- non binary
- high reliability
- artificial neural networks
- genetic algorithm
- parallel architecture
- hardware architecture
- multilayer perceptron
- real time image processing
- fuzzy logic
- recurrent neural networks
- decision trees
- fuzzy systems
- dedicated hardware
- multi layer
- distributed memory
- hamming distance
- neural nets
- low power
- radial basis function
- fault diagnosis
- sufficient conditions
- signal processing