Dmitri A. Rachkovskij

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E. KussulICAT, UNAMVerified email at icat.unam.mx
Tetyana BaydykInstituto de Ciencias Aplicadas y Tecnología, UNAMVerified email at icat.unam.mx
Elena G. RevunovaSenior Researcher, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of UkraineVerified email at irtc.org.ua
Evgeny OsipovProfessor, Luleå University of TechnologyVerified email at ltu.se
Serge V. SlipchenkoSenior Research Scientist, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine, KievVerified email at irtc.org.ua
Denis KleykoÖrebro University & RISE Research institutes of SwedenVerified email at oru.se
Ivan S. MisunoSenior Researcher, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine, KievVerified email at irtc.org.ua
Alexander GoltsevInternational Research and Training Center for InformationVerified email at adg.kiev.ua
Abbas RahimiResearch Staff Member, IBM Research-ZurichVerified email at zurich.ibm.com
Vladimir I. Gritsenko (Володимир Ілліч...Міжнародний науково-навчальний центр інформаційних технологій та систем НАН України та МОН УкраїниVerified email at irtc.org.ua
Volodymyr V. LukovychResearcher, 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
Artem SokolovResearch Scientist, Google DeepMind & Heidelberg UniversityVerified email at cl.uni-heidelberg.de
Donald C Wunsch IIMissouri University of Science and TechnologyVerified email at mst.edu
Dušan HúsekRetired scientist of INSTITUTE OF COMPUTER SCIENCE THE CZECH ACADEMY OF SCIENCESVerified email at cs.cas.cz
Paxon FradyUC BerkeleyVerified email at berkeley.edu
Friedrich T SommerUC BerkeleyVerified email at berkeley.edu
mike daviesProfessor of Signal and Image Processing, University of EdinburghVerified email at ed.ac.uk
Bruno OlshausenProfessor, UC BerkeleyVerified email at berkeley.edu

Dmitri A. Rachkovskij

Researcher, Visiting Prof., LTU; Chief Research Scientist, Prof. AI, IRTC ITS, Natl Acad Sci 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	179	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	150	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	133	2001
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations D Kleyko, DA Rachkovskij, E Osipov, A Rahimi ACM Computing Surveys 55 (6), Article 130: 1-40, 2022	126	2022
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	124	2018
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	116	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	102	2022
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	77*	2013
Similarity‐based retrieval with structure‐sensitive sparse binary distributed representations DA Rachkovskij, SV Slipchenko Computational Intelligence 28 (1), 106-129, 2012	67	2012
Sparse binary distributed encoding of scalars DA Rachkovskiy, SV Slipchenko, EM Kussul, TN Baidyk Journal of Automation and Information Sciences 37 (6), 2005	62*	2005
On Informational Characteristics of Willshaw-Like Auto-Associative Memory AA Frolov, DA Rachkovskij, D Husek Neural Network World 12 (2), 141-157, 2002	60*	2002
Formation of similarity-reflecting binary vectors with random binary projections DA Rachkovskij Cybernetics and Systems Analysis 51, 313-323, 2015	57	2015
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	57	1998
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	56*	2012
Vector and distributed representations reflecting semantic relatedness of words IS Misuno, DA Rachkovskij, SV Slipchenko Mathematical machines and systems, 50-67, 2005	54*	2005
Some approaches to analogical mapping with structure-sensitive distributed representations DA Rachkovskij Journal of Experimental & Theoretical Artificial Intelligence 16 (3), 125-144, 2004	53	2004
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
A randomized method for solving discrete ill-posed problems DA Rachkovskij, EG Revunova Cybernetics and Systems Analysis 48 (4), 621-635, 2012	51*	2012
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	49	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	48	2006

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