Dmitri A. Rachkovskij

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E. KussulICAT, UNAMCorreu electrònic verificat a icat.unam.mx
Tetyana BaydykInstituto de Ciencias Aplicadas y Tecnología, UNAMCorreu electrònic verificat a icat.unam.mx
Evgeny OsipovProfessor, Luleå University of TechnologyCorreu electrònic verificat a ltu.se
Elena G. RevunovaSenior Researcher, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of UkraineCorreu electrònic verificat a irtc.org.ua
Serge V. SlipchenkoSenior Research Scientist, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine, KievCorreu electrònic verificat a irtc.org.ua
Denis KleykoÖrebro University & RISE Research institutes of SwedenCorreu electrònic verificat a oru.se
Ivan S. MisunoSenior Researcher, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine, KievCorreu electrònic verificat a irtc.org.ua
Alexander GoltsevInternational Research and Training Center for InformationCorreu electrònic verificat a adg.kiev.ua
Abbas RahimiResearch Staff Member, IBM Research-ZurichCorreu electrònic verificat a zurich.ibm.com
Vladimir I. Gritsenko (Володимир Ілліч...Міжнародний науково-навчальний центр інформаційних технологій та систем НАН України та МОН УкраїниCorreu electrònic verificat a irtc.org.ua
Volodymyr V. LukovychResearcher, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine, KyivCorreu electrònic verificat a irtc.org.ua
Jan RabaeyProfessor of EECS, University of California at BerkeleyCorreu electrònic verificat a berkeley.edu
Semen A. TalayevChief Engineer Programmer, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine, KievCorreu electrònic verificat a irtc.org.ua
Artem SokolovResearch Scientist, Google DeepMind & Heidelberg UniversityCorreu electrònic verificat a cl.uni-heidelberg.de
Donald C Wunsch IIMissouri University of Science and TechnologyCorreu electrònic verificat a mst.edu
Paxon FradyUC BerkeleyCorreu electrònic verificat a berkeley.edu
Friedrich T SommerUC BerkeleyCorreu electrònic verificat a berkeley.edu
mike daviesProfessor of Signal and Image Processing, University of EdinburghCorreu electrònic verificat a ed.ac.uk
Bruno OlshausenProfessor, UC BerkeleyCorreu electrònic verificat a berkeley.edu
Dušan HúsekRetired scientist of INSTITUTE OF COMPUTER SCIENCE THE CZECH ACADEMY OF SCIENCESCorreu electrònic verificat a cs.cas.cz

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Dmitri A. Rachkovskij

Researcher, Visiting Prof., LTU; Chief Research Scientist, Prof. AI, IRTC ITS, Natl Acad Sci Ukraine

Correu electrònic verificat a irtc.org.ua - Pàgina d'inici

Artificial Intelligence Neural Networks Computational Intelligence Neurocomputing


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Binding and normalization of binary sparse distributed representations by context-dependent thinning DA Rachkovskij, EM Kussul Neural Computation 13 (2), 411-452, 2001	181	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
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	141	2022
Representation and processing of structures with binary sparse distributed codes DA Rachkovskij IEEE transactions on Knowledge and Data Engineering 13 (2), 261-276, 2001	135	2001
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	131	2023
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	128	2018
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	112	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	65	2012
Sparse binary distributed encoding of scalars DA Rachkovskiy, SV Slipchenko, EM Kussul, TN Baidyk Journal of Automation and Information Sciences 37 (6), 2005	64*	2005
Formation of similarity-reflecting binary vectors with random binary projections DA Rachkovskij Cybernetics and Systems Analysis 51, 313-323, 2015	59	2015
On Informational Characteristics of Willshaw-Like Auto-Associative Memory AA Frolov, DA Rachkovskij, D Husek Neural Network World 12 (2), 141-157, 2002	59*	2002
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	53*	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	50	1999
Modification of holographic graph neuron using sparse distributed representations D Kleyko, E Osipov, DA Rachkovskij Procedia Computer Science 88, 39-45, 2016	48	2016

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