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In practice, the number of sources is generally unknown and may change over the time. Moreover, their statistics are also usually unknown. For the number of sensors larger or equal to the number of sources there are at least three di erent approaches to solve this problem. The rst possible approach is to apply PCA or robust orthogonalization based on SVD (as have been discussed in s 3 and 4) in order to determine the number of sources and simultaneously to reduce the total mixing matrix to a square n n nonsingular matrix. The second e cient approach is based on the extraction of the sources sequentially one by one using the methods described in 5 till we extract all desired sources. The third e cient approach, discussed in this section, is to apply directly the separating network with the number of outputs equal to the number of sensors, so the separating matrix is a square nonsingular matrix. In this case, we propose to use the following exible algorithm for W IRm m with m n W(k) = (k) (k) Rf g W(k), where (k) = (1 0 ) (k 1) + 0 diag{f (y(k)) gT (y(k))}, Rf g = (1 0 ) Rf g

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arriving customer is taken into service. Since all the services are of exponentially distributed length, the arriving customer perceives an Erlang-n waiting time distribution (denoted FE, (t)) with probability r,. This is similar to what we have already seen in 4, where we computed the response time distribution for the M(M(1 queue. Summing over all possible numbers of customers present at arrivals, and weighting with the appropriate occurrence probabilities, we find

where p is the learning rate governing the speed and accuracy the adaptation andMi (xk) of is the so-called membership indicator that specifies, whether the input pattern belongs to xk i In the traditional adaptive K-means region P and also, whether the ith neuron is active. algorithm the learning rate p is typically a constant and the membership indicatorMi(x) is defined as:

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