STDP Learning of Image Patches with Convolutional Spiking Neural Networks.
Daniel J. SaundersHava T. SiegelmannRobert KozmaMiklós RuszinkóPublished in: IJCNN (2018)
Keyphrases
- image patches
- spiking neural networks
- learning algorithm
- sparse representation
- natural images
- learning process
- single image super resolution
- biologically plausible
- object recognition
- sparse coding
- training process
- data analysis
- dimensionality reduction
- test images
- network architecture
- learning rules
- learning mechanism
- nearest neighbor
- motor control
- machine learning