Enhanced FPGA implementation of Echo State Networks for chaotic time series prediction.
Astrid Maritza González-ZapataLuis Gerardo de la FragaBrisbane Ovilla-MartinezEsteban Tlelo-CuautleIsrael Cruz-VegaPublished in: Integr. (2023)
Keyphrases
- echo state networks
- fpga implementation
- recurrent neural networks
- hardware implementation
- field programmable gate array
- cellular automata
- real time
- genetic algorithm
- artificial neural networks
- chaotic neural network
- phase space
- initial conditions
- neuro fuzzy
- artificial intelligence
- transfer function
- image processing
- efficient implementation
- feed forward
- fuzzy logic
- multiscale