Optimization of Spiking Neural Networks with dynamic synapses for spike sequence generation using PSO.
Ammar MohemmedSatoshi MatsudaStefan SchliebsKshitij DhobleNikola K. KasabovPublished in: IJCNN (2011)
Keyphrases
- spiking neural networks
- spiking neurons
- biologically inspired
- optimization algorithm
- neural models
- global optimization
- synaptic weights
- biologically plausible
- feed forward
- particle swarm optimization
- hebbian learning
- particle swarm optimization pso
- learning rules
- artificial neural networks
- neural network
- synaptic plasticity
- pso algorithm
- spike trains
- motor control
- visual cortex
- support vector machine
- mobile robot
- multiscale