Dmitri A. Rachkovskij
Dmitri A. Rachkovskij
Leading Research Scientist, IRTC ITS of Natl. Acad. Sci. & Ministry Edu. Sci. of Ukraine, Kiev
Geverifieerd e-mailadres voor irtc.org.ua - Homepage
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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
1442001
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
1421996
Representation and processing of structures with binary sparse distributed codes
DA Rachkovskij
IEEE Transactions on Knowledge and Data Engineering 13 (2), 261-276, 2001
932001
Нейрокомпьютеры и интеллектуальные роботы
НМ Амосов, ТН Байдык, АД Гольцев, АМ Касаткин, ЛМ Касаткина, ...
Киев: Наукова думка, 1991
831991
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
62*2013
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
552018
Vector and distributed representations reflecting semantic relatedness of words
IS Misuno, DA Rachkovskij, SV Slipchenko
Mathematical machines and systems, 50-67, 2005
52*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
511994
Heat exchange in short microtubes and micro heat exchangers with low hydraulic losses
DA Rachkovskij, EM Kussul, SA Talayev
Microsystem Technologies 4 (3), 151-158, 1998
501998
SIMILARITY‐BASED RETRIEVAL WITH STRUCTURE‐SENSITIVE SPARSE BINARY DISTRIBUTED REPRESENTATIONS
DA Rachkovskij, SV Slipchenko
Computational Intelligence 28 (1), 106-129, 2012
482012
Randomized projective methods for the construction of binary sparse vector representations
DA Rachkovskij, IS Misuno, SV Slipchenko
Cybernetics and Systems Analysis 48 (1), 146-156, 2012
47*2012
A randomized method for solving discrete ill-posed problems
DA Rachkovskij, EG Revunova
Cybernetics and Systems Analysis 48 (4), 621-635, 2012
40*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
391999
Analogical mapping using similarity of binary distributed representations
SV Slipchenko, DA Rachkovskij
INFORMATION THEORIES & APPLICATIONS 16 (3), 269-290, 2009
382009
Some approaches to analogical mapping with structure-sensitive distributed representations
DA Rachkovskij
Journal of Experimental & Theoretical Artificial Intelligence 16 (3), 125-144, 2004
382004
Formation of similarity-reflecting binary vectors with random binary projections
DA Rachkovskij
Cybernetics and Systems Analysis 51 (2), 313-323, 2015
362015
Multilevel assembly neural architecture and processing of sequences
EM Kussul, DA Rachkovskij
Neurocomputers and Attention: Connectionism and neurocomputers 2, 577–590, 1991
361991
Neurocomputers and intelligent robots
NM Amosov, TN Baidyk, AD Goltsev, AM Kasatkin, LM Kasatkina, ...
Naukova Dumka, Kiev, 272, 1991
36*1991
Time of searching for similar binary vectors in associative memory
AA Frolov, D Husek, DA Rachkovskii
Cybernetics and Systems Analysis 42 (5), 615-623, 2006
352006
Binary vectors for fast distance and similarity estimation
DA Rachkovskij
Cybernetics and Systems Analysis 53 (1), 138-156, 2017
342017
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Artikelen 1–20