BrainNPT: Pre-training of Transformer networks for brain network classification.
Jinlong HuYangmin HuangNan WangShoubin DongPublished in: CoRR (2023)
Keyphrases
- network structure
- recurrent networks
- complex networks
- network model
- network parameters
- training phase
- radial basis function network
- network size
- supervised learning
- training process
- network design
- training samples
- real world networks
- network topologies
- training set
- support vector
- networked data
- text classification
- computer networks
- social networks
- small world
- counter propagation
- machine learning
- decision trees
- support vector machine svm
- telecommunication networks
- classification accuracy
- information networks
- network resources
- distribution network
- cellular networks
- heterogeneous networks
- classification algorithm
- community structure
- access points
- network nodes
- connectionist networks
- feature space
- optical networks
- brain connectivity
- neural network
- support vector machine
- network analysis
- scale free
- communication networks
- fuzzy logic
- feature extraction
- peer to peer
- centrality measures
- information diffusion
- pattern classification
- biologically inspired
- community detection
- link prediction
- transport network
- human brain