Download PDF by Peter W. Hawkes (Ed.): Advances in Electronics and Electron Physics, Vol. 87

By Peter W. Hawkes (Ed.)

ISBN-10: 0120147297

ISBN-13: 9780120147298

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Extra resources for Advances in Electronics and Electron Physics, Vol. 87

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Intel (1992). Intel Publication #241359, “801 70NX Neural Network Technology and Applications,” Intel, Santa Clara, California. , and Saito, S . (1968). “Analysis synthesis telephony based on the maximum likelihood method,” Proc. 6th Int. Conf. Acoustics, Tokyo, CI7-C20, p. 196. -Y. (1988). “An optimization network for matrix inversion,” in Neural Informution Processing Systems (D. Z . ), pp. 397-401, AIP Press, New York. Jenkins, B. , and Tanguay, A. R. (1991). “Photonic implementations of neural networks,” Chapter 9 in Neural Networksfor Signal Processing (B.

In order to describe an arbitrary vector w , which has grey levels, in terms of a binary vector, we write w = Sv, where S is a mapping from an N-element vector with binary values to an L( 5 N ) element vector having a wider range of values. For example, if S represents a base-two mapping, each element of ZI can represent a power of 2, giving a 2N range of values for w. Several other coding schemes come to mind such as clustering or bit-density codes, or adding a group of elements of w to generate an element of w.

The specification of an appropriate value for the regularization parameter /3 is not straightforward, but various techniques for its estimation do exist. Under certain circumstances, p can be identified with the noise-to-signal ratio, ( e / E ) ’ , where E is the noise level on the signal and E is the signal strength. Cross validation (Nashed and Wahba, 1974) can be also used to provide an estimate for this key parameter. , optimal) p. An interesting point to note is that as ,f3 continues to increase, the matrix to be inverted becomes more and more similar to a unit (or identity) matrix.

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Advances in Electronics and Electron Physics, Vol. 87 by Peter W. Hawkes (Ed.)


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Download PDF by Peter W. Hawkes (Ed.): Advances in Electronics and Electron Physics, Vol. 87
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