Stochastic Resonance Based Visual Perception Using Spiking Neural Networks.
Yu-Xuan FuYanmei KangGuanrong ChenPublished in: Frontiers Comput. Neurosci. (2020)
Keyphrases
- visual perception
- spiking neural networks
- stochastic resonance
- biologically inspired
- image enhancement
- signal to noise ratio
- contrast enhancement
- visual processing
- feed forward
- additive noise
- learning rules
- artificial neural networks
- biologically plausible
- signal processing
- neural network
- visual attention
- low signal to noise ratio
- training algorithm
- noisy images
- motor control
- network architecture
- back propagation
- image processing
- edge detection
- receptive fields
- radial basis function
- transfer function
- genetic algorithm
- higher level
- multiscale
- higher order
- image analysis
- real time
- mobile robot