Spectral Bounds for Graph Echo State Network Stability.
Domenico TortorellaClaudio GallicchioAlessio MicheliPublished in: IJCNN (2022)
Keyphrases
- echo state networks
- recurrent neural networks
- lower bound
- spectral decomposition
- normalized cut
- upper bound
- graph structure
- graph theory
- random walk
- empirical risk minimization
- structured data
- graph model
- bipartite graph
- spectral methods
- hyperspectral imagery
- graph construction
- spectral analysis
- uniform convergence
- graph representation
- laplacian matrix
- graph mining
- weighted graph
- error bounds
- directed graph
- spectral clustering
- graph based algorithm
- spectral features
- worst case
- variance reduction
- graph structures
- upper and lower bounds
- graph partitioning
- graph databases
- directed acyclic graph
- connected components
- hyperspectral