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On the cost effectiveness of logarithmic arithmetic for backpropagation training on SIMD processors | IEEE Conference Publication | IEEE Xplore
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On the cost effectiveness of logarithmic arithmetic for backpropagation training on SIMD processors

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M.G. Arnold; T.A. Bailey; J.J. Cupal; M.D. Winkel
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Abstract:

We show that backpropagation on a SIMD processor with logarithmic arithmetic uses less memory and may be up to 3.2 times more cost effective than on one with fixed point ...Show More

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Abstract:

We show that backpropagation on a SIMD processor with logarithmic arithmetic uses less memory and may be up to 3.2 times more cost effective than on one with fixed point arithmetic when synthesized in the same technology.
Published in: Proceedings of International Conference on Neural Networks (ICNN'97)
Date of Conference: 12-12 June 1997
Date Added to IEEE Xplore: 06 August 2002
Print ISBN:0-7803-4122-8
DOI: 10.1109/ICNN.1997.616150
Conference Location: Houston, TX, USA
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