A Runtime Programmable Accelerator for Convolutional and Multilayer Perceptron Neural Networks on FPGA.
Ehsan KabirArpan PoudelZeyad AklahMiaoqing HuangDavid AndrewsPublished in: ARC (2022)
Keyphrases
- multilayer perceptron
- neural network
- field programmable gate array
- digital signal processors
- back propagation
- artificial neural networks
- low cost
- single chip
- radial basis function
- hardware implementation
- general purpose processors
- hidden layer
- neural network model
- commonly applied
- backpropagation algorithm
- probabilistic neural networks
- network architecture
- modular neural network
- embedded systems
- activation function
- input vector
- real time
- feedforward neural networks
- parallel computing
- image processing algorithms
- radial basis function network
- genetic algorithm
- computing systems
- input vectors
- feed forward
- neuro fuzzy models
- pattern recognition
- recurrent neural networks
- decision making
- k nearest neighbor
- signal processing
- fuzzy logic