Reconfigurable Convolutional Kernels for Neural Networks on FPGAs.
Martin HardieckMartin KummKonrad MöllerPeter ZipfPublished in: FPGA (2019)
Keyphrases
- neural network
- field programmable gate array
- hardware implementation
- network architecture
- low cost
- smart camera
- reconfigurable hardware
- pattern recognition
- kernel function
- artificial neural networks
- fuzzy logic
- embedded systems
- recurrent neural networks
- neural network model
- multi layer
- back propagation
- multiple kernel
- kernel methods
- feature space
- training data
- deep learning
- hardware software
- support vector
- gaussian processes
- computing systems
- reconfigurable architecture
- feature maps
- multiple kernel learning
- parallel computing
- hidden layer
- training process
- fuzzy systems
- multilayer perceptron
- sparse coding
- feed forward
- parallel algorithm
- signal processing
- genetic algorithm