A Systematic Approach for Explaining Time and Frequency Features Extracted by Convolutional Neural Networks From Raw Electroencephalography Data.
Charles A. EllisRobyn L. MillerVince D. CalhounPublished in: Frontiers Neuroinformatics (2022)
Keyphrases
- raw data
- data sets
- database
- image data
- extracted features
- high dimensional data
- original data
- data collection
- data processing
- data analysis
- high quality
- training data
- high level
- decision trees
- complex structures
- pre processed
- synthetic data
- convolutional neural networks
- training examples
- input data
- co occurrence
- image features
- probability distribution
- prior knowledge
- feature space
- data structure
- feature extraction