Evgeny Osipov
Title
Cited by
Cited by
Year
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
752018
Holographic graph neuron: A bioinspired architecture for pattern processing
D Kleyko, E Osipov, A Senior, AI Khan, YA Şekerciogğlu
IEEE transactions on neural networks and learning systems 28 (6), 1250-1262, 2016
612016
Machine learning to support social media empowered patients in cancer care and cancer treatment decisions
D De Silva, W Ranasinghe, T Bandaragoda, A Adikari, N Mills, ...
PloS one 13 (10), e0205855, 2018
432018
iRoad-cooperative road infrastructure systems for driver support
W Birk, E Osipov, J Eliasson
World Congress and Exhibition on Intelligent Transport Systems and Services …, 2009
412009
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
402015
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
402014
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
372017
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
362015
Neural distributed autoassociative memories: A survey
VI Gritsenko, DA Rachkovskij, AA Frolov, R Gayler, D Kleyko, E Osipov
arXiv preprint arXiv:1709.00848, 2017
342017
Autoscaling Bloom filter: controlling trade-off between true and false positives
D Kleyko, A Rahimi, RW Gayler, E Osipov
Neural Computing and Applications, 1-10, 2019
312019
Modification of holographic graph neuron using sparse distributed representations
D Kleyko, E Osipov, DA Rachkovskij
Procedia Computer Science 88, 39-45, 2016
312016
Brain-like classifier of temporal patterns
D Kleyko, E Osipov
2014 International Conference on Computer and Information Sciences (ICCOINS …, 2014
312014
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
302015
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
282016
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
262018
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
252017
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
232012
Road surface networks technology enablers for enhanced ITS
W Birk, J Eliasson, P Lindgren, E Osipov, L Riliskis
2010 IEEE Vehicular Networking Conference, 152-159, 2010
232010
Estimating the ad hoc horizon for TCP over IEEE 802.11 networks
C Tschudin, E Osipov
Proc. MedHoc’04, 2004
232004
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, 2020
222020
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Articles 1–20