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Dmitri A. Rachkovskij
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
Title
Cited by
Cited by
Year
Binding and normalization of binary sparse distributed representations by context-dependent thinning
DA Rachkovskij, EM Kussul
Neural Computation 13 (2), 411-452, 2001
1722001
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
1511996
Representation and processing of structures with binary sparse distributed codes
DA Rachkovskij
IEEE transactions on Knowledge and Data Engineering 13 (2), 261-276, 2001
1282001
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
1182018
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
952022
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
852023
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
85*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
75*2013
Similarity‐based retrieval with structure‐sensitive sparse binary distributed representations
DA Rachkovskij, SV Slipchenko
Computational Intelligence 28 (1), 106-129, 2012
652012
Sparse binary distributed encoding of scalars
DA Rachkovskiy, SV Slipchenko, EM Kussul, TN Baidyk
Journal of Automation and Information Sciences 37 (6), 2005
59*2005
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
Formation of similarity-reflecting binary vectors with random binary projections
DA Rachkovskij
Cybernetics and Systems Analysis 51, 313-323, 2015
562015
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
55*2012
Vector and distributed representations reflecting semantic relatedness of words
IS Misuno, DA Rachkovskij, SV Slipchenko
Mathematical machines and systems, 50-67, 2005
55*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
541994
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
531998
A randomized method for solving discrete ill-posed problems
DA Rachkovskij, EG Revunova
Cybernetics and Systems Analysis 48 (4), 621-635, 2012
52*2012
Some approaches to analogical mapping with structure-sensitive distributed representations
DA Rachkovskij
Journal of Experimental & Theoretical Artificial Intelligence 16 (3), 125-144, 2004
512004
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
501999
Time of searching for similar binary vectors in associative memory
AA Frolov, D Husek, DA Rachkovskii
Cybernetics and Systems Analysis 42, 615-623, 2006
482006
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Articles 1–20