Physical Reservoir Computing Enabled by Solitary Waves and Biologically-Inspired Nonlinear Transformation of Input Data.
Ivan S. MaksymovPublished in: CoRR (2024)
Keyphrases
- biologically inspired
- reservoir computing
- input data
- recurrent neural networks
- receptive fields
- biologically plausible
- data sets
- wave equation
- potential field
- image data
- scene classification
- biological systems
- learning rules
- colour image segmentation
- spiking neural networks
- humanoid robot
- input space
- recurrent networks
- input image
- feature space
- motor control
- image quality
- sensory motor
- multiscale
- neural network