Mutual Information Better Quantifies Brain Network Architecture in Children with Epilepsy.
Wei ZhangViktoria MuravinaRobert AzencottZili D. ChuMichael J. PaldinoPublished in: Comput. Math. Methods Medicine (2018)
Keyphrases
- network architecture
- mutual information
- eeg signals
- deformation field
- eeg data
- biologically plausible
- artificial neural
- neural network
- information theoretic
- network design
- image registration
- similarity measure
- human brain
- brain activity
- feature selection
- medical image registration
- brain computer interface
- brain images
- neural network model
- connection weights
- mutual information maximization
- pilot study
- conditional mutual information
- young children
- electrical activity
- independent component analysis
- information gain
- information theoretic measures
- registration accuracy
- cortical surface
- multimodal image registration
- school children
- feed forward
- temporal lobe epilepsy
- epileptic seizures
- children learn
- network layer
- healthy subjects
- blind source separation
- primary school