Accelerating ODE-Based Neural Networks on Low-Cost FPGAs.
Hirohisa WatanabeHiroki MatsutaniPublished in: IPDPS Workshops (2021)
Keyphrases
- low cost
- neural network
- embedded systems
- reconfigurable hardware
- pattern recognition
- real time
- artificial neural networks
- hardware and software
- back propagation
- low power
- ordinary differential equations
- neural network model
- fuzzy systems
- hardware software
- fault diagnosis
- self organizing maps
- data acquisition
- single chip
- learning algorithm
- feedforward neural networks
- highly efficient
- hardware implementation
- neural nets
- multilayer perceptron
- efficient implementation
- computer systems
- rough sets