An adaptive analog synapse circuit that implements the least-mean-square learning rule.
Srinivasan VenkateshJeff DuggerPaul E. HaslerPublished in: ISCAS (5) (2005)
Keyphrases
- learning rules
- least mean square
- adaptive filtering
- neural network
- artificial neural networks
- biologically inspired
- back propagation
- step size
- learning scheme
- learning algorithm
- spiking neural networks
- matched filter
- genetic algorithm
- error diffusion
- convergence speed
- multilayer perceptron
- convergence rate
- image enhancement
- cost function
- image segmentation