FPGA Implementation of Convolutional Neural Networks with Fixed-Point Calculations.
Roman A. SolovyevAlexandr A. KalininAlexander G. KustovDmitry V. TelpukhovVladimir S. RuhlovPublished in: CoRR (2018)
Keyphrases
- fixed point
- fpga implementation
- convolutional neural networks
- hardware implementation
- convolutional network
- floating point
- sufficient conditions
- belief propagation
- dynamical systems
- fixed point theorem
- free energy
- image processing algorithms
- field programmable gate array
- transfer function
- policy iteration
- constraint databases
- bayesian networks
- fine grained
- signal processing