Echo state networks and its application on image edge detection
Pei Cheng-dan · Computer Engineering and Applications Journal · 2008
Recurrent Neural Networks(RNN) is a kind of important artificial neural networks with better ability for learning and rate of convergence in comparison with forward neural networks,however,the design of the structure of the hidden-layer is a difficult problem all the time.Echo State Networks has no such problems with special construction,good stability,short-cut learning process.Application of ESN to the edge detection of images has been introduced after the presentation of the structure and method of learning of ESN,resulting well.