Spike-timing dependent plasticity with release probability supported to eliminate weight boundaries and to balance the excitation of Hebbian neurons.
Subha Danushika FernandoKoichi YamadaPublished in: SCIS&ISIS (2012)
Keyphrases
- synaptic weights
- synaptic plasticity
- learning rules
- biologically plausible
- neural network
- neural network model
- artificial neural networks
- biologically inspired
- spiking neural networks
- associative memory
- spiking neurons
- receptive fields
- probability distribution
- hebbian learning
- object boundaries
- input patterns
- spike trains
- genetic algorithm
- input pattern
- visual cortex
- probability theory
- hidden layer
- conditional probabilities