58.Speech and Audio Processing by John G. Webster (Editor)

By John G. Webster (Editor)

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562 INTERCONNECTION NETWORKS FOR PARALLEL COMPUTERS A very simple adaptive progressive routing protocol with a profitable path choice is the idle algorithm. , XY or e-cube routing). If the deterministic routing scheme encounters a blocked node output port, the adaptive protocol will choose a different output port that will bring the message closer to its destination. This way, a message either reaches its destination or is blocked when no other output port is available that would bring the message closer to its destination.

Inputs and targets can, in general, be continuous and/or categorical variables, thereby defining the two categories of supervised learning problems. When targets are continuous, the problem is known as a regression problem; when they are categorical (class labels), the problem is known as a classification problem. In this article, the term prediction is used as a general term which includes regression and classification. Unimodal regression. For unimodal regression or function approximation, the components of the output vectors are continuous variables.

Agrawal, Graph theoretical analysis and design of multistage interconnection networks, IEEE Trans. , C32: 637–648, 1983. 15. H. Ahmadi and W. E. Denzel, A survey of modern high-performance switching techniques, IEEE J. Sel. , 7: 1091–1103, 1989. 16. K. Y. Lee and D. Lee, On the augmented data manipulator network in SIMD environments, IEEE Trans. , 37: 574– 584, 1988. 17. H. J. , Using the multistage cube network topology in parallel supercomputers, Proc. IEEE, 77: 1932–1953, 1989. 18. C. E. Leiserson, Fat-trees: Universal networks for hardware-efficient supercomputing, IEEE Trans.

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