A role for neural networks in the search for extra-terrestrial intelligence
Taylor, Douglas, Towsey, Michael W., Finn, Gerard D., & Diederich, Joachim (1999) A role for neural networks in the search for extra-terrestrial intelligence. In 6th International Bioastronomy Meeting, August 2-6, 1999, Kohala Coast, Hawaii.
The search for extraterrestrial intelligence (SETI) is an attempt to discover extraterrestrial intelligence by searching the microwave and optical regions of the electromagnetic spectrum for signals with a non-natural extraterrestrial signature. This is a complex, multi-dimensional problem with the probability of success dependent on the extent to which the dimensions of the search space are explored. In this paper we propose a neural network method to replace the standard signal-to-noise ratio (SNR) method used by project SERENDIP. Using simulated data we demonstrate that our method offers a modest improvement over the standard (SNR) method.
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|Item Type:||Conference Paper|
|Keywords:||SETI, neural networks, search for extra, terrestrial intelligence|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Neural Evolutionary and Fuzzy Computation (080108)|
Australian and New Zealand Standard Research Classification > ENGINEERING (090000) > ELECTRICAL AND ELECTRONIC ENGINEERING (090600) > Signal Processing (090609)
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Science and Technology|
|Copyright Owner:||Copyright 1999 Astronomical Society of the Pacific|
|Deposited On:||16 May 2007|
|Last Modified:||10 Aug 2011 23:51|
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