Comparing data assimilation filters for parameter estimation in a neuron model.
Nicola PolitiJianfeng FengWenlian LuPublished in: IJCNN (2016)
Keyphrases
- parameter estimation
- neuron model
- data assimilation
- maximum likelihood
- spiking neurons
- least squares
- feed forward
- model selection
- markov random field
- em algorithm
- parameter estimation algorithm
- anomaly detection
- smart environments
- random fields
- simulation models
- kalman filter
- neural network
- remote sensing
- image sequences
- image processing
- expectation maximization
- agent based simulation
- spiking neural networks
- machine learning
- three dimensional
- motion field
- image analysis
- artificial intelligence
- agent based simulations