Analytical approximations of the firing rate of an adaptive exponential integrate-and-fire neuron in the presence of synaptic noise.
Loreen HertägDaniel DurstewitzNicolas BrunelPublished in: Frontiers Comput. Neurosci. (2014)
Keyphrases
- single neuron
- synaptic weights
- neuron model
- control algorithm
- neural network
- spike trains
- noise level
- efficient computation
- noisy data
- random noise
- activation function
- neural network model
- signal to noise ratio
- noise reduction
- spiking neurons
- median filter
- additive noise
- hodgkin huxley
- neural model
- image structure
- feed forward
- missing data
- image restoration
- input data
- image noise
- noisy environments
- estimation error
- noise sensitivity
- control system
- artificial neural networks