Reproducible Neural Network Simulations: Statistical Methods for Model Validation on the Level of Network Activity Data.
Robin GutzenMichael von PapenGuido TrenschPietro QuaglioSonja GrünMichael DenkerPublished in: Frontiers Neuroinformatics (2018)
Keyphrases
- statistical methods
- statistical analysis
- neural network
- data sets
- data mining techniques
- data transfer
- statistical tests
- network model
- network structure
- training data
- data analysis
- computational methods
- peer to peer
- machine learning methods
- maximum likelihood
- information retrieval
- statistical approaches
- knowledge discovery
- artificial neural networks
- statistical inference
- statistical analyses
- activity patterns
- model validation
- complex networks
- statistical model
- data collection
- input data
- data points
- data sources
- database systems
- metadata
- computer vision
- machine learning
- databases