Evgeny Osipov

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 54

Top Topics

Blind Source Separation

Reservoir Computing

Cellular Automata

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
Hyperseed: Unsupervised Learning With Vector Symbolic Architectures. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Tom Eivind Glover, Evgeny Osipov, Stefano Nichele
On when is Reservoir Computing with Cellular Automata Beneficial? CoRR (2024)
Vidura Sumanasena, Heshan Fernando, Daswin De Silva, Beniel Thileepan, Amila Pasan, Jayathu Samarawickrama, Evgeny Osipov, Damminda Alahakoon
Hardware Efficient Direct Policy Imitation Learning for Robotic Navigation in Resource-Constrained Settings. Sensors 24 (1) (2024)
Chamod Samarajeewa, Daswin De Silva, Evgeny Osipov, Damminda Alahakoon, Milos Manic
Causal Reasoning in Large Language Models using Causal Graph Retrieval Augmented Generation. HSI (2024)
Tom Eivind Glover, Pedro G. Lind, Anis Yazidi, Evgeny Osipov, Stefano Nichele
Investigating Rules and Parameters of Reservoir Computing with Elementary Cellular Automata, with a Criticism of Rule 90 and the Five-Bit Memory Benchmark. Complex Syst. 32 (3) (2023)
Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges. ACM Comput. Surv. 55 (9) (2023)
Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations. ACM Comput. Surv. 55 (6) (2023)
Alexey K. Kovalev, Makhmud Shaban, Evgeny Osipov, Aleksandr I. Panov
Vector Semiotic Model for Visual Question Answering. Cogn. Syst. Res. 71 (2022)
Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko
Few-shot Federated Learning in Randomized Neural Networks via Hyperdimensional Computing. IJCNN (2022)
Denis Kleyko, Mike Davies, Edward Paxon Frady, Pentti Kanerva, Spencer J. Kent, Bruno A. Olshausen, Evgeny Osipov, Jan M. Rabaey, Dmitri A. Rachkovskij, Abbas Rahimi, Friedrich T. Sommer
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware. Proc. IEEE 110 (10) (2022)
Denis Kleyko, Edward Paxon Frady, Mansour Kheffache, Evgeny Osipov
Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware. IEEE Trans. Neural Networks Learn. Syst. 33 (4) (2022)
Dilantha Haputhanthri, Evgeny Osipov, Sachin Kahawala, Daswin De Silva, Thimal Kempitiya, Damminda Alahakoon
Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning. IJCNN (2022)
Thimal Kempitiya, Daswin De Silva, Sachin Kahawala, Dilantha Haputhanthri, Damminda Alahakoon, Evgeny Osipov
Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition. IJCNN (2022)
Denis Kleyko, Mansour Kheffache, Edward Paxon Frady, Urban Wiklund, Evgeny Osipov
Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Denis Kleyko, Mike Davies, Edward Paxon Frady, Pentti Kanerva, Spencer J. Kent, Bruno A. Olshausen, Evgeny Osipov, Jan M. Rabaey, Dmitri A. Rachkovskij, Abbas Rahimi, Friedrich T. Sommer
Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware. CoRR (2021)
Pedro Alonso, Kumar Shridhar, Denis Kleyko, Evgeny Osipov, Marcus Liwicki
HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing Enabled Embedding of n-gram Statistics. IJCNN (2021)
Marko Zeman, Evgeny Osipov, Zoran Bosnic
Compressed Superposition of Neural Networks for Deep Learning in Edge Computing. IJCNN (2021)
Daniil E. Kirilenko, Alexey K. Kovalev, Evgeny Osipov, Aleksandr I. Panov
Question Answering for Visual Navigation in Human-Centered Environments. MICAI (2) (2021)
Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges. CoRR (2021)
Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko
On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks. IWANN (2) (2021)
Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations. CoRR (2021)
Tom Eivind Glover, Pedro G. Lind, Anis Yazidi, Evgeny Osipov, Stefano Nichele
The Dynamical Landscape of Reservoir Computing with Elementary Cellular Automata. ALIFE (2021)
Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko
On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks. CoRR (2021)
Madhavi Gayathri, Amanda Ariyaratne, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon, Vishaka Nanayakkara, Evgeny Osipov, Xinghuo Yu
Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications. IECON (2021)
Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
HyperSeed: Unsupervised Learning with Vector Symbolic Architectures. CoRR (2021)
Pedro Alonso, Kumar Shridhar, Denis Kleyko, Evgeny Osipov, Marcus Liwicki
HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing enabled Embedding of n-gram Statistics. CoRR (2020)
Haibo Cheng, Valeriy Vyatkin, Evgeny Osipov, Peng Zeng, Haibin Yu
LSTM Based EFAST Global Sensitivity Analysis for Interwell Connectivity Evaluation Using Injection and Production Fluctuation Data. IEEE Access 8 (2020)
Denis Kleyko, Ross W. Gayler, Evgeny Osipov
Commentaries on "Learning Sensorimotor Control with Neuromorphic Sensors: Toward Hyperdimensional Active Perception" [Science Robotics Vol 4 Issue 30 (2019) 1-10. CoRR (2020)
Denis Kleyko, Abbas Rahimi, Ross W. Gayler, Evgeny Osipov
Autoscaling Bloom filter: controlling trade-off between true and false positives. Neural Comput. Appl. 32 (8) (2020)
Haibo Cheng, Haibin Yu, Peng Zeng, Evgeny Osipov, Shichao Li, Valeriy Vyatkin
Automatic Recognition of Sucker-Rod Pumping System Working Conditions Using Dynamometer Cards with Transfer Learning and SVM. Sensors 20 (19) (2020)
Alexey K. Kovalev, Aleksandr I. Panov, Evgeny Osipov
Hyperdimensional Representations in Semiotic Approach to AGI. AGI (2020)
Haibo Cheng, Xiaoning Han, Peng Zeng, Haibin Yu, Evgeny Osipov, Valeriy Vyatkin
ANN based Interwell Connectivity Analysis in Cyber-Physical Petroleum Systems. INDIN (2019)
Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Valeriy Vyatkin, Damminda Alahakoon
Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing. Ershov Informatics Conference (2019)
Daswin De Silva, Zhibo Pang, Evgeny Osipov, Valeriy Vyatkin
Guest Editorial: Special Section on Developments in Artificial Intelligence for Industrial Informatics. IEEE Trans. Ind. Informatics 15 (6) (2019)
Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Damminda Alahakoon
Integer Self-Organizing Maps for Digital Hardware. IJCNN (2019)
Denis Kleyko, Evgeny Osipov, Urban Wiklund
A Hyperdimensional Computing Framework for Analysis of Cardiorespiratory Synchronization During Paced Deep Breathing. IEEE Access 7 (2019)
Tharindu R. Bandaragoda, Daswin De Silva, Denis Kleyko, Evgeny Osipov, Urban Wiklund, Damminda Alahakoon
Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing. ITSC (2019)
Denis Kleyko, Mansour Kheffache, Edward Paxon Frady, Urban Wiklund, Evgeny Osipov
Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks. CoRR (2019)
Denis Kleyko, Evgeny Osipov, Urban Wiklund
Vector-Based Analysis of the Similarity Between Breathing and Heart Rate During Paced Deep Breathing. CinC (2018)
Denis Kleyko, Abbas Rahimi, Dmitri A. Rachkovskij, Evgeny Osipov, Jan M. Rabaey
Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Denis Kleyko, Evgeny Osipov, Nikolaos Papakonstantinou, Valeriy Vyatkin
Hyperdimensional Computing in Industrial Systems: The Use-Case of Distributed Fault Isolation in a Power Plant. IEEE Access 6 (2018)
Daniel Wedekind, Denis Kleyko, Evgeny Osipov, Hagen Malberg, Sebastian Zaunseder, Urban Wiklund
Robust Methods for Automated Selection of Cardiac Signals After Blind Source Separation. IEEE Trans. Biomed. Eng. 65 (10) (2018)
Anara Abdukalikova, Denis Kleyko, Evgeny Osipov, Urban Wiklund
Detection of Atrial Fibrillation From Short ECGs: Minimalistic Complexity Analysis for Feature-Based Classifiers. CinC (2018)
Denis Kleyko, Evgeny Osipov, Alexander Senior, Asad I. Khan, Yasar Ahmet Sekercioglu
Holographic Graph Neuron: A Bioinspired Architecture for Pattern Processing. IEEE Trans. Neural Networks Learn. Syst. 28 (6) (2017)
Denis Kleyko, Abbas Rahimi, Evgeny Osipov
Autoscaling Bloom Filter: Controlling Trade-off Between True and False Positives. CoRR (2017)
Evgeny Osipov, Denis Kleyko, Alexander Legalov
Associative synthesis of finite state automata model of a controlled object with hyperdimensional computing. IECON (2017)
V. I. Gritsenko, Dmitri A. Rachkovskij, A. A. Frolov, Ross W. Gayler, Denis Kleyko, Evgeny Osipov
Neural Distributed Autoassociative Memories: A Survey. CoRR (2017)
Evgeny Osipov, Denis Kleyko, Nikolaos Papakonstantinou
Poster: Approximate Sensing with Vector Symbolic Architectures: The case of fault isolation in distributed automation systems. EWSN (2017)
Denis Kleyko, Sameer Khan, Evgeny Osipov, Suet-Peng Yong
Modality classification of medical images with distributed representations based on cellular automata reservoir computing. ISBI (2017)
Denis Kleyko, Edward Paxon Frady, Evgeny Osipov
Integer Echo State Networks: Hyperdimensional Reservoir Computing. CoRR (2017)
Denis Kleyko, Roland Hostettler, Nikita Lyamin, Wolfgang Birk, Urban Wiklund, Evgeny Osipov
Vehicle classification using road side sensors and feature-free data smashing approach. ITSC (2016)
Denis Kleyko, Evgeny Osipov, Ross W. Gayler
Recognizing Permuted Words with Vector Symbolic Architectures: A Cambridge Test for Machines. BICA (2016)
Denis Kleyko, Evgeny Osipov, Dmitri A. Rachkovskij
Modification of Holographic Graph Neuron Using Sparse Distributed Representations. BICA (2016)
Daniel Wedekind, Denis Kleyko, Evgeny Osipov, Hagen Malberg, Sebastian Zaunseder, Urban Wiklund
Sparse Coding of Cardiac Signals for Automated Component Selection after Blind Source Separation. CinC (2016)
Laurynas Riliskis, Evgeny Osipov
Symphony: A Framework for Accurate and Holistic WSN Simulation. Sensors 15 (3) (2015)
Evgeny Osipov, Denis Kleyko
An Approach for Self-Adaptive Path Loss Modeling for Accurate Positioning in Underground Environments. CoRR (2015)
Denis Kleyko, Evgeny Osipov, Alexander Senior, Asad I. Khan, Y. Ahmet Sekercioglu
Holographic Graph Neuron: a Bio-Inspired Architecture for Pattern Processing. CoRR (2015)
Alexey Shapin, Denis Kleyko, Nikita Lyamin, Evgeny Osipov, Oleg Melentyev
Performance Peculiarities of Viterbi Decoder in Mathworks Simulink, GNU Radio and Other Systems with Likewise Implementation. CoRR (2015)
Denis Kleyko, Roland Hostettler, Wolfgang Birk, Evgeny Osipov
Comparison of Machine Learning Techniques for Vehicle Classification Using Road Side Sensors. ITSC (2015)
Denis Kleyko, Evgeny Osipov, Nikolaos Papakonstantinou, Valeriy Vyatkin, Arash Mousavi
Fault detection in the hyperspace: Towards intelligent automation systems. INDIN (2015)
Denis Kleyko, Evgeny Osipov, Magnus Björk, Henrik Toresson, Anton Öberg
Fly-The-Bee: A Game Imitating Concept Learning in Bees. BICA (2015)
Denis Kleyko, Evgeny Osipov, Sandeep Patil, Valeriy Vyatkin, Zhibo Pang
On methodology of implementing distributed function block applications using TinyOS WSN nodes. ETFA (2014)
Denis Kleyko, Nikita Lyamin, Evgeny Osipov
Modified Algorithm of Dynamic Frequency Hopping (DFH) in the IEEE 802.22 Standard. MACOM (2014)
Wenbin William Dai, Laurynas Riliskis, Valeriy Vyatkin, Evgeny Osipov, Jerker Delsing
A configurable cloud-based testing infrastructure for interoperable distributed automation systems. IECON (2014)
Denis Kleyko, Evgeny Osipov
On Bidirectional Transitions between Localist and Distributed Representations: The Case of Common Substrings Search Using Vector Symbolic Architecture. BICA (2014)
Evgeny Osipov, Arash Mousavi
How to make a distributed programming course a big fun. FIE (2014)
Laurynas Riliskis, Evgeny Osipov
Maestro: An Orchestration Framework for Large-Scale WSN Simulations. Sensors 14 (3) (2014)
Laurynas Riliskis, Evgeny Osipov
Symphony: Simulation, emulation, and virtualization framework for accurate WSN experimentation. SESENA (2013)
Evgeny Osipov, Laurynas Riliskis, Albin Eldstal-Damlin, Michael Burakov, Mats Nordberg, Min Wang
An Improved Model of LTE Random Access Channel. VTC Spring (2013)
Laurynas Riliskis, Evgeny Osipov
Coexistence of cloud technology and IT infrastructure in higher education. FIE (2013)
Evgeny Osipov, Laurynas Riliskis
Educating innovators of future Internet of Things. FIE (2013)
Krzysztof Wolosz, Ulf Bodin, Evgeny Osipov, Jens Eliasson
Cognitive load-control for congested Wireless Sensor Network channels. Wireless Days (2013)
Denis Kleyko, Nikita Lyamin, Evgeny Osipov, Laurynas Riliskis
Dependable MAC Layer Architecture Based on Holographic Data Representation Using Hyper-Dimensional Binary Spatter Codes. MACOM (2012)
Anna Chaltseva, Evgeny Osipov
On Passive Characterization of Aggregated Traffic in Wireless Networks. WWIC (2012)
Laurynas Riliskis, Jan Berdajs, Evgeny Osipov, Andrej Brodnik
Reality Considerations When Designing a TDMA-FDMA Based Link-Layer for Real-Time WSN. MACOM (2012)
Rabiullah Khattak, Anna Chaltseva, Laurynas Riliskis, Ulf Bodin, Evgeny Osipov
Comparison of Wireless Network Simulators with Multihop Wireless Network Testbed in Corridor Environment. WWIC (2011)
Anna Chaltseva, Evgeny Osipov
Empirical Predictor of TCP Throughput on a Multihop Wireless Path. NEW2AN (2010)
Wolfgang Birk, Jens Eliasson, Per Lindgren, Evgeny Osipov, Laurynas Riliskis
Road Surface Networks technology enablers for enhanced ITS. VNC (2010)
Muslim Elkotob, Evgeny Osipov
iRide: A Cooperative Sensor and IP Multimedia Subsystem Based Architecture and Application for ITS Road Safety. EuropeComm (2009)
Tomas Johansson, Evgeny Osipov, Lenka Carr-Motycková
Interference Aware Construction of Multi- and Convergecast Trees in Wireless Sensor Networks. NEW2AN (2008)
Evgeny Osipov, Christian F. Tschudin
TCP-Friendly Bandwidth Sharing in Mobile Ad Hoc Networks: From Theory to Reality. EURASIP J. Wirel. Commun. Netw. 2007 (2007)
Christine Jardak, Evgeny Osipov, Petri Mähönen
Distributed Information Storage and Collection for WSNs. MASS (2007)
Evgeny Osipov
tinyLUNAR: One-Byte Multihop Communications Through Hybrid Routing in Wireless Sensor Networks. NEW2AN (2007)
Evgeny Osipov, Christian F. Tschudin
Evaluating the Effect of Ad Hoc Routing on TCP Performance in IEEE 802.11 Based MANETs. NEW2AN (2006)
Evgeny Osipov, Christian F. Tschudin
A Path Density Protocol for MANETs. Ad Hoc Sens. Wirel. Networks 2 (4) (2006)