An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications.
Hyeryung JangOsvaldo SimeoneBrian GardnerAndré GrüningPublished in: IEEE Signal Process. Mag. (2019)
Keyphrases
- learning rules
- spiking neural networks
- probabilistic model
- biologically inspired
- neural network
- generative model
- artificial neural networks
- spiking neurons
- back propagation
- bayesian networks
- expectation maximization
- latent variables
- learning mechanism
- support vector
- learning algorithm
- knowledge base
- artificial intelligence
- hidden layer
- machine learning
- data mining