Guaranteed Reconstruction from Integrate-and-Fire Neurons with Alpha Synaptic Activation.
Marek HiltonRoxana AlexandruPier Luigi DragottiPublished in: ICASSP (2021)
Keyphrases
- single neuron
- neuron model
- synaptic plasticity
- spiking neurons
- learning rules
- spiking neural networks
- three dimensional
- primary visual cortex
- neural network
- spike trains
- image reconstruction
- hebbian learning
- feed forward
- information processing
- high resolution
- compressed sensing
- reconstruction process
- biologically plausible
- discrete tomography
- lateral inhibition
- visual cortex
- biologically inspired
- feed forward neural networks
- reconstruction method
- bio inspired
- associative memory
- synaptic weights
- computational model
- image quality