Interpretable, highly accurate brain decoding of subtly distinct brain states from functional MRI using intrinsic functional networks and long short-term memory recurrent neural networks.
Hongming LiYong FanPublished in: NeuroImage (2019)
Keyphrases
- recurrent neural networks
- highly accurate
- long short term memory
- brain activity
- functional mri
- feed forward
- neural network
- human brain
- recurrent networks
- brain regions
- functional magnetic resonance imaging
- high accuracy
- high quality
- echo state networks
- capable of producing
- artificial neural networks
- reservoir computing
- cascade correlation
- decision making
- accurate models
- brain images
- eeg signals
- brain computer interface
- signal processing
- cognitive states
- brain tissue
- information processing
- pattern recognition