Denis Kleyko
TitleCited byYear
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
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
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
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 Transportationá…, 2015
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
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
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 2017á…, 2017
Modification of holographic graph neuron using sparse distributed representations
D Kleyko, E Osipov, DA Rachkovskij
Procedia Computer Science 88, 39-45, 2016
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 (INDINá…, 2015
Exploiting bacterial properties for multi-hop nanonetworks
S Balasubramaniam, N Lyamin, D Kleyko, M Skurnik, A Vinel, ...
IEEE Communications Magazine 52 (7), 184-191, 2014
Neural distributed autoassociative memories: A survey
VI Gritsenko, DA Rachkovskij, AA Frolov, R Gayler, D Kleyko, E Osipov
arXiv preprint arXiv:1709.00848, 2017
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
Brain-like classifier of temporal patterns
D Kleyko, E Osipov
2014 International Conference on Computer and Information Sciences (ICCOINSá…, 2014
Recognizing permuted words with Vector Symbolic Architectures: A Cambridge test for machines
D Kleyko, E Osipov, RW Gayler
Procedia Computer Science 88, 169-175, 2016
Dependable mac layer architecture based on holographic data representation using hyper-dimensional binary spatter codes
D Kleyko, N Lyamin, E Osipov, L Riliskis
International Workshop on Multiple Access Communications, 134-145, 2012
Integer echo state networks: Hyperdimensional reservoir computing
D Kleyko, EP Frady, E Osipov
arXiv preprint arXiv:1706.00280, 2017
Autoscaling bloom filter: Controlling trade-off between true and false positives
D Kleyko, A Rahimi, RW Gayler, E Osipov
arXiv preprint arXiv:1705.03934, 2017
Pattern recognition with vector symbolic architectures
D Kleyko
Luleň tekniska universitet, 2016
Fly-the-Bee: A game imitating concept learning in bees
D Kleyko, E Osipov, M Bj÷rk, H Toresson, A Íberg
Procedia Computer Science 71, 25-30, 2015
Modified algorithm of dynamic frequency hopping (DFH) in the IEEE 802.22 standard
D Kleyko, N Lyamin, E Osipov
International Workshop on Multiple Access Communications, 75-83, 2014
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