Effect of Neural Decay Factors on Prediction Performance in Chaotic Echo State Networks.
Yudai EbatoSou NobukawaHaruhiko NishimuraPublished in: SMC (2021)
Keyphrases
- echo state networks
- recurrent neural networks
- prediction accuracy
- network architecture
- liquid state machine
- neural model
- neural network
- factorial design
- prediction model
- factors affecting
- prediction algorithm
- factors that influence
- mackey glass
- factors influencing
- prediction error
- cellular automata
- interaction effects
- chaotic time series
- neural computation
- key factors
- biologically plausible
- individual level
- factors that affect
- initial conditions
- power law
- learning rules
- video sequences
- case study
- decision trees