Parametric activation functions modelling fuzzy connectives for better explainability of neural models.
Luca Sára PusztaháziGábor CsiszárMichael S. GashlerOrsolya CsiszárPublished in: SISY (2022)
Keyphrases
- neural models
- activation function
- neural network
- artificial neural networks
- fuzzy neural network
- neural network model
- fuzzy logic
- feed forward
- hidden layer
- neural model
- fuzzy sets
- back propagation
- recurrent neural networks
- bio inspired
- multilayer perceptron
- spiking neural networks
- fuzzy rules
- membership functions
- network architecture
- neural nets
- radial basis function
- learning rate
- fuzzy numbers
- parametric models
- computational intelligence
- multi layer perceptron
- genetic algorithm
- convergence speed
- linear combination
- pattern recognition
- decision making
- machine learning