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Journal of Automation and Information Sciences
SJR: 0.232 SNIP: 0.464 CiteScore™: 0.27

ISSN 印刷: 1064-2315
ISSN オンライン: 2163-9337

巻:
巻 51, 2019 巻 50, 2018 巻 49, 2017 巻 48, 2016 巻 47, 2015 巻 46, 2014 巻 45, 2013 巻 44, 2012 巻 43, 2011 巻 42, 2010 巻 41, 2009 巻 40, 2008 巻 39, 2007 巻 38, 2006 巻 37, 2005 巻 36, 2004 巻 35, 2003 巻 34, 2002 巻 33, 2001 巻 32, 2000 巻 31, 1999 巻 30, 1998 巻 29, 1997 巻 28, 1996

Journal of Automation and Information Sciences

DOI: 10.1615/J Automat Inf Scien.v37.i11.60
pages 47-61

Sparse Binary Distributed Encoding of Numeric Vectors

Dmitriy A. Rachkovskiy
International Research and Training Center of Information Technologies and Systems of National Academy of Sciences of Ukraine and Ministry of Education and Science of Ukraine, Kiev, Ukraine
Sergey V. Slipchenko
International Research and Training Center of Information Technologies and Systems of National Academy of Sciences of Ukraine and Ministry of Education and Science of Ukraine, Kiev, Ukraine
Ivan S. Misuno
International Research and Training Center of Information Technologies and Systems of National Academy of Sciences of Ukraine and Ministry of Education and Science of Ukraine, Kiev, Ukraine
Ernst M. Kussul
National Autonomous University of Mexico, Mexico
Tatyana N. Baidyk
National Autonomous University of Mexico, Mexico

要約

Procedures of stochastic distributed binary sparse encoding of numeric vectors are considered. Some problems of such encoding and variants of their overcoming, including the way of binding by context-dependent thinning, are discussed. Characteristics of code overlapping for different dimensions of input space and encoding parameters are presented.


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