Parameter Estimation of Two Spiking Neuron Models With Meta-Heuristic Optimization Algorithms.
Amr M. AbdelAtyMohammed E. FoudaAhmed M. EltawilPublished in: Frontiers Neuroinformatics (2022)
Keyphrases
- parameter estimation
- optimization problems
- metaheuristic
- estimation problems
- model selection
- maximum likelihood
- random fields
- combinatorial optimization
- em algorithm
- least squares
- tabu search
- markov random field
- optimization method
- ant colony optimization
- parameter estimation algorithm
- evolutionary algorithm
- objective function
- expectation maximization
- optimization algorithm
- optimal solution
- experimental data
- artificial neural networks
- learning algorithm
- global optimization
- genetic algorithm
- evolution strategy
- machine learning
- neural network