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1

Holographic Graph Neuron: A Bioinspired Architecture for Pattern Processing

Kleyko, Denis, Osipov, Evgeny, Senior, Alexander, Khan, Asad I., Sekercioglu, Yasar Ahmet

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2016

Language:

english

File:

PDF, 2.90 MB

english, 2016

2

On Bidirectional Transitions between Localist and Distributed Representations: The Case of Common Substrings Search Using Vector Symbolic Architecture

Kleyko, Denis, Osipov, Evgeny

Journal:

Procedia Computer Science

Year:

2014

Language:

english

File:

PDF, 2.75 MB

english, 2014

3

High-Dimensional Computing as a Nanoscalable Paradigm

Rahimi, Abbas, Datta, Sohum, Kleyko, Denis, Frady, Edward Paxon, Olshausen, Bruno, Kanerva, Pentti, Rabaey, Jan M.

Journal:

IEEE Transactions on Circuits and Systems I: Regular Papers

Year:

2017

Language:

english

File:

PDF, 3.48 MB

english, 2017

4

[IEEE IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society - Beijing (2017.10.29-2017.11.1)] IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society - Associative synthesis of finite state automata model of a controlled object with hyperdimensional computing

Osipov, Evgeny, Kleyko, Denis, Legalov, Alexander

Year:

2017

Language:

english

File:

PDF, 181 KB

english, 2017

5

A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks

Frady, E. Paxon, Kleyko, Denis, Sommer, Friedrich T.

Journal:

Neural Computation

Year:

2018

Language:

english

File:

PDF, 2.81 MB

english, 2018

6

Imitation of honey bees’ concept learning processes using Vector Symbolic Architectures

Kleyko, Denis, Osipov, Evgeny, Gayler, Ross W., Khan, Asad I., Dyer, Adrian G.

Journal:

Biologically Inspired Cognitive Architectures

Year:

2015

Language:

english

File:

PDF, 1.42 MB

english, 2015

7

Modification of Holographic Graph Neuron Using Sparse Distributed Representations

Kleyko, Denis, Osipov, Evgeny, Rachkovskij, Dmitri A.

Journal:

Procedia Computer Science

Year:

2016

Language:

english

File:

PDF, 269 KB

english, 2016

8

Recognizing Permuted Words with Vector Symbolic Architectures: A Cambridge Test for Machines

Kleyko, Denis, Osipov, Evgeny, Gayler, Ross W.

Journal:

Procedia Computer Science

Year:

2016

Language:

english

File:

PDF, 352 KB

english, 2016

9

Robust Methods for Automated Selection of Cardiac Signals after Blind Source Separation

Wedekind, Daniel, Kleyko, Denis, Osipov, Evgeny, Malberg, Hagen, Zaunseder, Sebastian, Wiklund, Urban

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2018

Language:

english

File:

PDF, 853 KB

english, 2018

10

Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics

Kleyko, Denis, Rahimi, Abbas, Rachkovskij, Dmitri A., Osipov, Evgeny, Rabaey, Jan M.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2018

Language:

english

File:

PDF, 6.07 MB

english, 2018

11

AI-Based Malicious Network Traffic Detection in VANETs

Lyamin, Nikita, Kleyko, Denis, Delooz, Quentin, Vinel, Alexey

Journal:

Year:

2018

Language:

english

File:

PDF, 681 KB

english, 2018

12

Autoscaling Bloom filter: controlling trade-off between true and false positives

Kleyko, Denis, Rahimi, Abbas, Gayler, Ross W., Osipov, Evgeny

Journal:

Neural Computing and Applications

Year:

2019

Language:

english

File:

PDF, 1.02 MB

english, 2019

13

[IEEE 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) - Boca Raton, FL, USA (2019.12.16-2019.12.19)] 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) - Low-Power Classification using FPGAâAn Approach based on Cellular Automata, Neural Networks, and Hyperdimensional Computing

Karvonen, Niklas, Nilsson, Joakim, Kleyko, Denis, Jimenez, Lara Lorna

Year:

2019

Language:

english

File:

PDF, 1.17 MB

english, 2019

14

Exploiting bacterial properties for multi-hop nanonetworks

Balasubramaniam, Sasitharan, Lyamin, Nikita, Kleyko, Denis, Skurnik, Mikael, Vinel, Alexey, Koucheryavy, Yevgeni

Journal:

IEEE Communications Magazine

Year:

2014

Language:

english

File:

PDF, 470 KB

english, 2014

15

[IEEE 2010 11th International Conference and Seminar of Young Specialists on Micro/Nanotechnologies and Electron Devices (EDM 2010) - Novosibirsk, Russia (2010.06.30-2010.07.4)] 2010 11th International Conference and Seminar on Micro/Nanotechnologies and Electron Devices - Modeling FEC algorithms in HARQ data transmitting systems

Kleyko, Denis V., Lyamin, Nikita V.

Year:

2010

Language:

english

File:

PDF, 350 KB

english, 2010

16

[IEEE 2015 IEEE 18th International Conference on Intelligent Transportation Systems - (ITSC 2015) - Gran Canaria, Spain (2015.9.15-2015.9.18)] 2015 IEEE 18th International Conference on Intelligent Transportation Systems - Comparison of Machine Learning Techniques for Vehicle Classification Using Road Side Sensors

Kleyko, Denis, Hostettler, Roland, Birk, Wolfgang, Osipov, Evgeny

Year:

2015

Language:

english

File:

PDF, 207 KB

english, 2015

17

[IEEE 2015 IEEE 13th International Conference on Industrial Informatics (INDIN) - Cambridge, United Kingdom (2015.7.22-2015.7.24)] 2015 IEEE 13th International Conference on Industrial Informatics (INDIN) - Fault detection in the hyperspace: Towards intelligent automation systems

Kleyko, Denis, Osipov, Evgeny, Papakonstantinou, Nikolaos, Vyatkin, Valeriy, Mousavi, Arash

Year:

2015

Language:

english

File:

PDF, 509 KB

english, 2015

18

[IEEE 2014 IEEE Emerging Technology and Factory Automation (ETFA) - Barcelona, Spain (2014.9.16-2014.9.19)] Proceedings of the 2014 IEEE Emerging Technology and Factory Automation (ETFA) - On methodology of implementing distributed function block applications using TinyOS WSN nodes

Kleyko, Denis, Osipov, Evgeny, Patil, Sandeep, Vyatkin, Valeriy, Pang, Zhibo

Year:

2014

Language:

english

File:

PDF, 700 KB

english, 2014

19

[IEEE 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC) - Rio de Janeiro, Brazil (2016.11.1-2016.11.4)] 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC) - Vehicle classification using road side sensors and feature-free data smashing approach

Kleyko, Denis, Hostettler, Roland, Lyamin, Nikita, Birk, Wolfgang, Wiklund, Urban, Osipov, Evgeny

Year:

2016

Language:

english

File:

PDF, 1.65 MB

english, 2016

20

[IEEE 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) - Melbourne, Australia (2017.4.18-2017.4.21)] 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) - Modality classification of medical images with distributed representations based on cellular automata reservoir computing

Kleyko, Denis, Khan, Sumeer, Osipov, Evgeny, Yong, Suet-Peng

Year:

2017

Language:

english

File:

PDF, 878 KB

english, 2017

21

An Approach for Self-Adaptive Path Loss Modelling for Positioning in Underground Environments

Osipov, Evgeny, Kleyko, Denis, Shapin, Alexey

Journal:

International Journal of Antennas and Propagation

Year:

2016

Language:

english

File:

PDF, 1.56 MB

english, 2016

22

Hyperdimensional Computing in Industrial Systems: The Use-Case of Distributed Fault Isolation in a Power Plant

Kleyko, Denis, Osipov, Evgeny, Papakonstantinou, Nikolaos, Vyatkin, Valeriy

Journal:

Year:

2018

Language:

english

File:

PDF, 2.48 MB

english, 2018

23

Real-time jamming DoS detection in safety-critical V2V C-ITS using data mining

Lyamin, Nikita, Kleyko, Denis, Delooz, Quentin, Vinel, Alexey

Journal:

IEEE Communications Letters

Year:

2019

File:

PDF, 6 KB

2019

24

[IEEE 2018 XIV International Scientific-Technical Conference on Actual Problems of Electronics Instrument Engineering (APEIE) - Novosibirsk (2018.10.2-2018.10.6)] 2018 XIV International Scientific-Technical Conference on Actual Problems of Electronics Instrument Engineering (APEIE) - An Algorithm for the Exact Packet Error Probability Calculation for Viterbi Decoding

Shapin, Alexey G., Kleyko, Denis V., Krasheninnikov, Pavel V., Melentyev, Oleg G.

Year:

2018

File:

PDF, 8 KB

2018

25

A Hyperdimensional Computing Framework for Analysis of Cardiorespiratory Synchronization during Paced Deep Breathing

Kleyko, Denis, Osipov, Evgeny, Wiklund, Urban

Journal:

Year:

2019

File:

PDF, 1.36 MB

2019

26

An Automated Machine Learning Approach for Smart Waste Management Systems

Rutqvist, David, Kleyko, Denis, Blomstedt, Fredrik

Journal:

IEEE Transactions on Industrial Informatics

Year:

2019

Language:

english

File:

PDF, 2.09 MB

english, 2019

27

[IEEE 2019 IEEE Intelligent Transportation Systems Conference - ITSC - Auckland, New Zealand (2019.10.27-2019.10.30)] 2019 IEEE Intelligent Transportation Systems Conference (ITSC) - Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing

Bandaragoda, Tharindu, De Silva, Daswin, Kleyko, Denis, Osipov, Evgeny, Wiklund, Urban, Alahakoon, Damminda

Year:

2019

File:

PDF, 2.86 MB

2019

28

A Comprehensive Study of Complexity and Performance of Automatic Detection of Atrial Fibrillation: Classification of Long ECG Recordings Based on the PhysioNet Computing in Cardiology Challenge 2017

Kleyko, Denis, Osipov, Evgeny, Wiklund, Urban

Journal:

Biomedical Physics & Engineering Express

Year:

2020

File:

PDF, 1.28 MB

2020

29

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - Integer Self-Organizing Maps for Digital Hardware

Kleyko, Denis, Osipov, Evgeny, Silva, Daswin De, Wiklund, Urban, Alahakoon, Damminda

Year:

2019

File:

PDF, 1.10 MB

2019

30

A Domain Knowledge-Based Solution for Human Activity Recognition: The UJA Dataset Analysis

Karvonen, Niklas, Kleyko, Denis

Journal:

Proceedings (American Bar Association. Section of International and Comparative Law)

Year:

2018

File:

PDF, 260 KB

2018

31

Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks

Kleyko, Denis, Kheffache, Mansour, Frady, E. Paxon, Wiklund, Urban, Osipov, Evgeny

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2020

File:

PDF, 1.84 MB

2020

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