Dmitri A. Rachkovskij

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E. KussulICAT, UNAMVerified email at icat.unam.mx
Serge V. SlipchenkoSenior Research Scientist, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine, KievVerified email at irtc.org.ua
Ivan S. MisunoSenior Researcher, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine, KievVerified email at irtc.org.ua
Elena G. RevunovaSenior Researcher, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of UkraineVerified email at irtc.org.ua
Denis KleykoRISE Research institutes of SwedenVerified email at ri.se
Evgeny OsipovProfessor, Luleå University of TechnologyVerified email at ltu.se
Alexander GoltsevInternational Research and Training Center for InformationVerified email at adg.kiev.ua
Vladimir I. Gritsenko (Володимир Ілліч...Міжнародний науково-навчальний центр інформаційних технологій та систем НАН України та МОН УкраїниVerified email at irtc.org.ua
Abbas RahimiResearch Staff Member, IBM Research-ZurichVerified email at zurich.ibm.com
Vladimir V. LukovichResearcher, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine, KyivVerified email at irtc.org.ua
Semen A. TalayevChief Engineer Programmer, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine, KievVerified email at irtc.org.ua
Jan RabaeyProfessor of EECS, University of California at BerkeleyVerified email at berkeley.edu
Donald C Wunsch IIMissouri University of Science and TechnologyVerified email at mst.edu
Artem SokolovResearch Scientist, Google & Heidelberg UniversityVerified email at cl.uni-heidelberg.de
Dušan HúsekRetired scientist of INSTITUTE OF COMPUTER SCIENCE THE CZECH ACADEMY OF SCIENCESVerified email at cs.cas.cz
Ross W GaylerIndependent ResearcherVerified email at rossgayler.com
Arthur B. MarkmanProfessor of Psychology, University of TexasVerified email at utexas.edu

Dmitri A. Rachkovskij

Chief Research Scientist, Prof. AI, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine

Verified email at irtc.org.ua - Homepage

Artificial Intelligence Neural Networks Computational Intelligence Neurocomputing


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Binding and normalization of binary sparse distributed representations by context-dependent thinning DA Rachkovskij, EM Kussul Neural Computation 13 (2), 411-452, 2001	165	2001
Micromechanical engineering: a basis for the low-cost manufacturing of mechanical microdevices using microequipment EM Kussul, DA Rachkovskij, TN Baidyk, SA Talayev Journal of Micromechanics and Microengineering 6 (4), 410-425, 1996	153	1996
Representation and processing of structures with binary sparse distributed codes DA Rachkovskij IEEE transactions on Knowledge and Data Engineering 13 (2), 261-276, 2001	118	2001
Classification and recall with binary hyperdimensional computing: Tradeoffs in choice of density and mapping characteristics D Kleyko, A Rahimi, DA Rachkovskij, E Osipov, JM Rabaey IEEE transactions on neural networks and learning systems 29 (12), 5880-5898, 2018	100	2018
Нейрокомпьютеры и интеллектуальные роботы НМ Амосов, ТН Байдык, АД Гольцев, АМ Касаткин, ЛМ Касаткина, ... Киев: Наукова думка, 1991	87	1991
Building a world model with structure-sensitive sparse binary distributed representations DA Rachkovskij, EM Kussul, TN Baidyk Biologically Inspired Cognitive Architectures 3, 64-86, 2013	73*	2013
Similarity‐based retrieval with structure‐sensitive sparse binary distributed representations DA Rachkovskij, SV Slipchenko Computational Intelligence 28 (1), 106-129, 2012	62	2012
On Informational Characteristics of Willshaw-Like Auto-Associative Memory AA Frolov, DA Rachkovskij, D Husek Neural Network World 12 (2), 141-157, 2002	57*	2002
Vector and distributed representations reflecting semantic relatedness of words IS Misuno, DA Rachkovskij, SV Slipchenko Mathematical machines and systems, 50-67, 2005	54*	2005
Adaptive high performance classifier based on random threshold neurons EM Kussul, TN Baidyk, VV Lukovich, DA Rachkovskij Cybernetics and Systems 94, 1687-1695, 1994	53	1994
Randomized projective methods for the construction of binary sparse vector representations DA Rachkovskij, IS Misuno, SV Slipchenko Cybernetics and Systems Analysis 48, 146-156, 2012	51*	2012
Heat exchange in short microtubes and micro heat exchangers with low hydraulic losses DA Rachkovskij, EM Kussul, SA Talayev Microsystem Technologies 4, 151-158, 1998	51	1998
Formation of similarity-reflecting binary vectors with random binary projections DA Rachkovskij Cybernetics and Systems Analysis 51, 313-323, 2015	50	2015
A randomized method for solving discrete ill-posed problems DA Rachkovskij, EG Revunova Cybernetics and Systems Analysis 48 (4), 621-635, 2012	48*	2012
Some approaches to analogical mapping with structure-sensitive distributed representations DA Rachkovskij Journal of Experimental & Theoretical Artificial Intelligence 16 (3), 125-144, 2004	48	2004
Sparse binary distributed encoding of scalars DA Rachkovskiy, SV Slipchenko, EM Kussul, TN Baidyk Journal of Automation and Information Sciences 37 (6), 2005	47*	2005
The random subspace coarse coding scheme for real-valued vectors E Kussul, D Rachkovskij, D Wunsch IJCNN'99. International Joint Conference on Neural Networks. Proceedings …, 1999	47	1999
Time of searching for similar binary vectors in associative memory AA Frolov, D Husek, DA Rachkovskii Cybernetics and Systems Analysis 42, 615-623, 2006	46	2006
A survey on hyperdimensional computing aka vector symbolic architectures, part ii: Applications, cognitive models, and challenges D Kleyko, D Rachkovskij, E Osipov, A Rahimi ACM Computing Surveys 55 (9), 1-52, 2023	45	2023
Vector symbolic architectures as a computing framework for emerging hardware D Kleyko, M Davies, EP Frady, P Kanerva, SJ Kent, BA Olshausen, ... Proceedings of the IEEE 110 (10), 1538-1571, 2022	42*	2022

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