Compressive Sensing of Neural Action Potentials Using a Learned Union of Supports.
Zainul CharbiwalaVaibhav KarkareSarah GibsonDejan MarkovicMani B. SrivastavaPublished in: BSN (2011)
Keyphrases
- compressive sensing
- action potentials
- spiking neurons
- random projections
- image recovery
- sparse representation
- image representation
- signal processing
- network architecture
- neural network
- compressive sampling
- data mining
- dimension reduction
- multiscale
- image processing
- image reconstruction
- natural images
- feed forward
- image classification
- principal component analysis
- pattern recognition
- biologically plausible
- spiking neural networks
- hebbian learning
- image segmentation
- electrical activity
- machine learning