Unsupervised representation learning of spontaneous MEG data with nonlinear ICA.
Yongjie ZhuTiina ParviainenErkka HeiniläLauri ParkkonenAapo HyvärinenPublished in: NeuroImage (2023)
Keyphrases
- raw data
- learning algorithm
- data processing
- data sets
- supervised learning
- prior knowledge
- data analysis
- database
- synthetic data
- noisy data
- data structure
- unsupervised learning
- learning process
- data quality
- independent component analysis
- experimental data
- background knowledge
- data collection
- bayesian networks
- image data
- data sources
- input data
- data mining techniques
- data points
- probability distribution
- preprocessing
- learning models