| High-dimensional computing as a nanoscalable paradigm A Rahimi, S Datta, D Kleyko, EP Frady, B Olshausen, P Kanerva, ... IEEE Transactions on Circuits and Systems I: Regular Papers 64 (9), 2508-2521, 2017 | 104 | 2017 |
| 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 | 83 | 2018 |
| A theory of sequence indexing and working memory in recurrent neural networks EP Frady, D Kleyko, FT Sommer Neural Computation 30 (6), 1449-1513, 2018 | 72 | 2018 |
| Holographic graph neuron: A bio-inspired architecture for pattern processing D Kleyko, E Osipov, A Senior, AI Khan, YA Şekercioğlu IEEE Transactions on Neural Networks and Learning Systems, 1-13, 2016 | 67 | 2016 |
| Imitation of honey bees’ concept learning processes using vector symbolic architectures D Kleyko, E Osipov, RW Gayler, AI Khan, AG Dyer Biologically Inspired Cognitive Architectures 14, 57-72, 2015 | 44 | 2015 |
| Comparison of machine learning techniques for vehicle classification using road side sensors D Kleyko, R Hostettler, W Birk, E Osipov 2015 IEEE 18th International Conference on Intelligent Transportation …, 2015 | 44 | 2015 |
| On bidirectional transitions between localist and distributed representations: The case of common substrings search using vector symbolic architecture D Kleyko, E Osipov Procedia Computer Science 41, 104-113, 2014 | 42 | 2014 |
| Integer echo state networks: efficient reservoir computing for digital hardware D Kleyko, EP Frady, M Kheffache, E Osipov IEEE Transactions on Neural Networks and Learning Systems, 2020 | 41* | 2020 |
| Real-time jamming DoS detection in safety-critical V2V C-ITS using data mining N Lyamin, D Kleyko, Q Delooz, A Vinel IEEE Communications Letters 23 (3), 442-445, 2019 | 39 | 2019 |
| AI-based malicious network traffic detection in VANETs N Lyamin, D Kleyko, Q Delooz, A Vinel IEEE Network 32 (6), 15-21, 2018 | 38 | 2018 |
| Modality classification of medical images with distributed representations based on cellular automata reservoir computing D Kleyko, S Khan, E Osipov, SP Yong 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017 | 38 | 2017 |
| Neural distributed autoassociative memories: A survey VI Gritsenko, DA Rachkovskij, AA Frolov, R Gayler, D Kleyko, E Osipov arXiv preprint arXiv:1709.00848, 2017 | 36 | 2017 |
| Modification of holographic graph neuron using sparse distributed representations D Kleyko, E Osipov, DA Rachkovskij Procedia Computer Science 88, 39-45, 2016 | 35 | 2016 |
| Autoscaling bloom filter: controlling trade-off between true and false positives D Kleyko, A Rahimi, RW Gayler, E Osipov Neural Computing and Applications 32 (8), 3675-3684, 2020 | 34 | 2020 |
| Brain-like classifier of temporal patterns D Kleyko, E Osipov 2014 International Conference on Computer and Information Sciences (ICCOINS …, 2014 | 34 | 2014 |
| An automated machine learning approach for smart waste management systems D Rutqvist, D Kleyko, F Blomstedt IEEE transactions on industrial informatics 16 (1), 384-392, 2019 | 32 | 2019 |
| Fault detection in the hyperspace: Towards intelligent automation systems D Kleyko, E Osipov, N Papakonstantinou, V Vyatkin, A Mousavi 2015 IEEE 13th international conference on industrial informatics (INDIN …, 2015 | 32 | 2015 |
| Associative synthesis of finite state automata model of a controlled object with hyperdimensional computing E Osipov, D Kleyko, A Legalov IECON 2017-43rd Annual Conference of the IEEE Industrial Electronics Society …, 2017 | 30 | 2017 |
| Hyperdimensional computing in industrial systems: the use-case of distributed fault isolation in a power plant D Kleyko, E Osipov, N Papakonstantinou, V Vyatkin IEEE Access 6, 30766-30777, 2018 | 29 | 2018 |
| Density encoding enables resource-efficient randomly connected neural networks D Kleyko, M Kheffache, EP Frady, U Wiklund, E Osipov IEEE Transactions on Neural Networks and Learning Systems 32 (8), 3777-3783, 2020 | 27 | 2020 |
Evgeny OsipovProfessor, Luleå University of TechnologyVerified email at ltu.se
