Parameter Estimation of a Spiking Silicon Neuron.
Alexander F. RussellKevin MazurekStefan MihalasErnst NieburRalph Etienne-CummingsPublished in: IEEE Trans. Biomed. Circuits Syst. (2012)
Keyphrases
- parameter estimation
- neuron model
- single neuron
- spike trains
- spiking neurons
- hodgkin huxley
- spiking neural networks
- feed forward
- maximum likelihood
- least squares
- em algorithm
- markov random field
- model selection
- statistical models
- expectation maximization
- parameter estimation algorithm
- neural models
- neural network
- parameter values
- bio inspired
- model fitting
- random fields
- maximum likelihood estimation
- biologically plausible
- estimation problems
- parameters estimation
- approximate inference
- posterior distribution
- pairwise
- position estimation
- hebbian learning
- parameter estimates
- biologically inspired
- artificial neural networks
- moving objects