Recognizing handwritten digits using spiking neural networks with learning algorithms based on sliding mode control theory.
Yesim ÖnizMehmet AyyildizPublished in: Turkish J. Electr. Eng. Comput. Sci. (2023)
Keyphrases
- handwritten digits
- control theory
- sliding mode
- variable structure
- control law
- learning algorithm
- closed loop
- dynamical systems
- machine learning
- control system
- control scheme
- control strategy
- back propagation
- adaptive control
- control algorithm
- nonlinear systems
- differential equations
- training data
- feed forward
- learning rules
- reinforcement learning
- learning rate
- optimal control
- linear systems
- stability analysis
- learning scheme
- state space
- robot manipulators