Working Memory Decline in Alzheimer's Disease Is Detected by Complexity Analysis of Multimodal EEG-fNIRS.
David PerpetuiniAntonio Maria ChiarelliChiara FilippiniDaniela CardonePierpaolo CroceLudovica RotunnoNelson AnzolettiMichele ZitoFilippo ZappasodiArcangelo MerlaPublished in: Entropy (2020)
Keyphrases
- complexity analysis
- working memory
- functional connectivity
- resting state
- cognitive load
- computational model
- focus of attention
- information processing
- cognitive architecture
- long term memory
- healthy subjects
- prefrontal cortex
- theoretical analysis
- lower bound
- individual differences
- working memory capacity
- short term memory
- computational complexity
- early diagnosis
- eeg signals
- data mining
- event related
- first order logic
- data analysis
- signal processing
- e learning
- computer vision
- artificial intelligence
- brain computer interface
- learning outcomes