Brain-inspired hierarchical spiking neural network using unsupervised STDP rule for image classification.
Jiaxing LiuHong HuoWeitai HuTao FangPublished in: ICMLC (2018)
Keyphrases
- visual features
- image classification
- spiking neural networks
- biologically plausible
- biologically inspired
- motor control
- image representation
- cerebellar model
- image features
- feature extraction
- feed forward
- learning rules
- human brain
- semi supervised
- artificial neural networks
- receptive fields
- spiking neurons
- liquid state machine
- visual cortex
- supervised learning
- brain images
- training algorithm
- multi layer
- fuzzy logic
- feature selection
- neuron model
- machine learning
- neural network