Titlebook: Speech, Audio, Image and Biomedical Signal Processing using Neural Networks; Bhanu Prasad,S. R. Mahadeva Prasanna Book 2008 Springer-Verla

parsimony

Democratic Liquid State Machines for Music Recognition,he LSMhas some attractive properties such as a fast training speed compared with more traditional RNNs, its biological plausibility, and its ability to deal with highly nonlinear dynamics. This paper presents the democratic LSM, an extension of the basic LSM that uses majority voting by combining tw

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SVM Based Adaptive Biometric Image Enhancement Using Quality Assessment, conditions may require additional preprocessing. This chapter presents intelligent SVM techniques for quality assessment and enhancement. The proposed quality assessment algorithm associates the quantitative quality score of the image that has a specific type of irregularity such as noise, blur, an

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A Closed Loop Neural Scheme to Control Knee Flex-Extension Induced by Functional Electrical Stimulaontroller, called Error Mapping Controller (EMC), for the neuromuscular stimulation of the quadriceps during the knee flex—extension movement. The EMC is composed by a feedforward inverse model and a feedback controller, both implemented using neural networks. The training of the networks is conceiv