Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation

Feed—Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation presents a novel method for the mathematical analysis of neural networks that learn according to the back—propagation algorithm. The book also discusses some other recent alternative algorithms for hardware implemented perception—like neural networks. The method permits a simple analysis of the learning behaviour of neural networks, allowing specifications for their building blocks to be readily...