Efficient Neural Networks on the Edge with FPGAs by Optimizing an Adaptive Activation Function.
Yiyue JiangAndrius VaicaitisJohn DooleyMiriam LeeserPublished in: FPGA (2024)
Keyphrases
- activation function
- neural network
- hidden layer
- feed forward neural networks
- multilayer perceptron
- artificial neural networks
- feed forward
- back propagation
- neural nets
- feedforward neural networks
- backpropagation algorithm
- basis functions
- radial basis function
- learning rate
- hidden neurons
- recurrent neural networks
- network architecture
- single hidden layer
- rbf neural network
- neural network model
- fuzzy logic
- genetic algorithm
- efficient implementation
- edge detector
- fuzzy neural network
- probabilistic model
- image processing
- single layer
- decision making
- feature selection