Self-organizing neurons: toward brain-inspired unsupervised learning.
Lyes KhacefBenoît MiramondDiego BarrientosAndres UpeguiPublished in: IJCNN (2019)
Keyphrases
- unsupervised learning
- neural network
- synaptic plasticity
- neuronal networks
- spike trains
- supervised learning
- cortical areas
- semi supervised
- sensory inputs
- human brain
- biologically plausible
- dimensionality reduction
- brain images
- hidden layer
- deep learning
- cognitive functions
- feature selection
- machine learning
- visual cortex
- basal ganglia
- neural mechanisms
- primary visual cortex
- text classification
- object recognition
- computational neuroscience
- data sets
- spiking neural networks
- brain activity
- receptive fields
- information processing
- natural images
- motor control
- brain tissue
- learning rules
- back propagation
- learning algorithm