| 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 | 219 | 2022 |
| 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 | 205 | 2023 |
| Binding and normalization of binary sparse distributed representations by context-dependent thinning DA Rachkovskij, EM Kussul Neural Computation 13 (2), 411-452, 2001 | 188 | 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 | 155 | 1996 |
| Representation and processing of structures with binary sparse distributed codes DA Rachkovskij IEEE transactions on Knowledge and Data Engineering 13 (2), 261-276, 2002 | 150 | 2002 |
| 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 | 148 | 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 | 146 | 2018 |
| 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 | 83* | 2013 |
| Sparse binary distributed encoding of scalars DA Rachkovskiy, SV Slipchenko, EM Kussul, TN Baidyk Journal of Automation and Information Sciences 37 (6), 2005 | 71* | 2005 |
| Similarity‐based retrieval with structure‐sensitive sparse binary distributed representations DA Rachkovskij, SV Slipchenko Computational Intelligence 28 (1), 106-129, 2012 | 70 | 2012 |
| Formation of similarity-reflecting binary vectors with random binary projections DA Rachkovskij Cybernetics and Systems Analysis 51 (2), 313-323, 2015 | 65 | 2015 |
| 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 |
| 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 | 59* | 2012 |
| 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 | 59 | 1998 |
| Some approaches to analogical mapping with structure-sensitive distributed representations DA Rachkovskij Journal of Experimental & Theoretical Artificial Intelligence 16 (3), 125-144, 2004 | 55 | 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 | 54 | 1994 |
| Vector and distributed representations reflecting semantic relatedness of words IS Misuno, DA Rachkovskij, SV Slipchenko Mathematical machines and systems, 50-67, 2005 | 53* | 2005 |
| Modification of holographic graph neuron using sparse distributed representations D Kleyko, E Osipov, DA Rachkovskij Procedia Computer Science 88, 39-45, 2016 | 51 | 2016 |
| A randomized method for solving discrete ill-posed problems DA Rachkovskij, EG Revunova Cybernetics and Systems Analysis 48 (4), 621-635, 2012 | 51* | 2012 |
| Neural distributed autoassociative memories: A survey VI Gritsenko, DA Rachkovskij, AA Frolov, R Gayler, D Kleyko, E Osipov Cybernetics and Computer Engineering, 5–35, 2017 | 50 | 2017 |
E. KussulICAT, UNAMVerified email at icat.unam.mx
