Dmitri A. Rachkovskij
Dmitri A. Rachkovskij
Chief Research Scientist, Prof. AI, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine
Verified email at - Homepage
Cited by
Cited by
Binding and normalization of binary sparse distributed representations by context-dependent thinning
DA Rachkovskij, EM Kussul
Neural Computation 13 (2), 411-452, 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
Representation and processing of structures with binary sparse distributed codes
DA Rachkovskij
IEEE transactions on Knowledge and Data Engineering 13 (2), 261-276, 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
Нейрокомпьютеры и интеллектуальные роботы
НМ Амосов, ТН Байдык, АД Гольцев, АМ Касаткин, ЛМ Касаткина, ...
Киев: Наукова думка, 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
Similarity‐based retrieval with structure‐sensitive sparse binary distributed representations
DA Rachkovskij, SV Slipchenko
Computational Intelligence 28 (1), 106-129, 2012
On Informational Characteristics of Willshaw-Like Auto-Associative Memory
AA Frolov, DA Rachkovskij, D Husek
Neural Network World 12 (2), 141-157, 2002
Vector and distributed representations reflecting semantic relatedness of words
IS Misuno, DA Rachkovskij, SV Slipchenko
Mathematical machines and systems, 50-67, 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
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
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
Formation of similarity-reflecting binary vectors with random binary projections
DA Rachkovskij
Cybernetics and Systems Analysis 51, 313-323, 2015
A randomized method for solving discrete ill-posed problems
DA Rachkovskij, EG Revunova
Cybernetics and Systems Analysis 48 (4), 621-635, 2012
Some approaches to analogical mapping with structure-sensitive distributed representations
DA Rachkovskij
Journal of Experimental & Theoretical Artificial Intelligence 16 (3), 125-144, 2004
Sparse binary distributed encoding of scalars
DA Rachkovskiy, SV Slipchenko, EM Kussul, TN Baidyk
Journal of Automation and Information Sciences 37 (6), 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
Time of searching for similar binary vectors in associative memory
AA Frolov, D Husek, DA Rachkovskii
Cybernetics and Systems Analysis 42, 615-623, 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
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
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