Discrete-Time Signatures and Randomness in Reservoir Computing.
Christa CuchieroLukas GononLyudmila GrigoryevaJuan-Pablo OrtegaJosef TeichmannPublished in: IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
- reservoir computing
- recurrent neural networks
- markov chain
- signature verification
- markov processes
- finite state
- information retrieval
- neural network
- random number
- database
- dynamic programming
- frequency domain
- learning algorithm
- special case
- image sequences
- digital signature
- database systems
- e learning
- spectral signatures
- designated verifier
- artificial intelligence