A simple probabilistic spiking neuron model with Hebbian learning rules.
Ting WuSiyao FuLong ChengRui ZhengXiuqing WangXinkai KuaiGuosheng YangPublished in: IJCNN (2012)
Keyphrases
- learning rules
- spiking neural networks
- neuron model
- neural network
- spiking neurons
- artificial neural networks
- biologically inspired
- feed forward
- back propagation
- learning scheme
- learning algorithm
- hebbian learning
- probabilistic model
- feed forward neural networks
- bayesian networks
- genetic algorithm
- natural images
- fuzzy logic
- multilayer perceptron
- multiscale