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M Valett, and C N Dahm 1998 Managed ooding for riparian ecosystem restoration: Managed ooding reorganizes riparian forest ecosystems along the middle Rio Grande in New Mexico BioScience 48:749 756 Molles, M C, Jr, C N Dahm, and M T Crocker 1992 Climatic variability and streams and rivers in semi-arid regions In Aquatic Ecosystems in Semi-arid Regions: Implications for Resource Management, ed by R D Roberts and M L Bothwell, pp 197 202 NHRI Symposium Series, Environment Canada, Saskatoon, Canada Naiman, R J, H DeCamps, and M Pollock 1993 The role of riparian corridors in maintaining regional biodiversity Ecological Applications 3:209 212 Nilsson C, S J Xiong, M E Johanssonn, and L B M Vought 1999 Effects of leaf-litter accumulation on riparian plant diversity across Europe Ecology 80: 1770 1775 Ohmart, R D, B W Anderson, and W C Hunter 1988.

Muscle weakness and wasting are generalized but the hands are often particularly affected The myotonia shows itself in two ways: 1 The patient has dif culty in rapid relaxation of tightly contracted muscle, contraction myotonia, and this is best seen by asking the patient to open the hand and ngers quickly after making a st 2 Percussion myotonia is the tendency for muscle tissue to contract when it is struck by a tendon hammer, and this is best seen by light percussion of the thenar eminence whilst the hand is held out at A sustained contraction of the thenar muscles lifts the thumb into a position of partial abduction and opposition From its appearance in early adult life, the illness runs a variable but slowly progressive course over several decades The associated cardiomyopathy is responsible for some of the early mortality in myotonic dystrophy.

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For this reason, we conclude with a more mathematical exploration of the ANN algorithm so that their training and predictive properties can be better understood To begin with, suppose that y = (y1 , .., yn ) denotes the output from a three-layer MLF that has r input neurons connected to m hidden layer neurons that are connected to n neurons in the output layer It has been shown that with the appropriate selection of synaptic weights, a three-layer MLF can approximate any absolutely integrable mapping of the type f (x1 , , xr ) = (y1 , , yn ) to within any > 0 [82] That is, a three-layer MLP can theoretically approximation the solution to any classi cation problem to within any given degree of accuracy, thus leading MLFs to be known as universal classi ers.

The ecology of the lower Colorado River from Davis Dam to the Mexico-United States international boundary: A community pro le United States Fish and Wildlife Service Biological Report 85(719):1 296 Ohmart, R D, W O Deason and C Burke 1977 A riparian case history: The Colorado River United States Department of Agriculture Forest Service General Technical Report RM-43:35 47 Patten, D T 1998 Riparian ecosystems of semi-arid North America: Diversity and human impacts Wetlands 18:498 512 Poff, N L, J D Allan, M B Bain, J R Karr, K L Prestegaard, B D Richter, and J C Stromberg 1997 The natural ow regime: A paradigm for river conservation and restoration BioScience 47:769 784 Pollock, M M, R J Naiman, and T A Hanley 1998 Plant species richness in riparian wetlands: A test of biodiversity theory Ecology 79:94 105..

However, in practice the number of hidden layer neurons may necessarily be large, thus contradicting the desire to use small hidden layers to better avoid over tting and overtraining To gain further insights into the innerworkings of a three-layer MLF, let wk = (wk1 , , wkr ) denote the vector of weights between the input layer and the kth-hidden neuron It follows that yj = g sj bj , where bj denotes the bias of the jth output neuron, where.

Some children of females with myotonic dystrophy may show the disease from the time of birth Such babies may be very hypotonic, subject to respiratory problems (chest muscle involvement) and feeding problems (facial muscle involvement) Mental retardation is a feature of these children Frequently, the birth of such a child is the rst evidence of myotonic dystrophy in the family, since the mother s involvement is only mild..

An alternative to the find command s exec option is xargs:

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