Evgeny Osipov - RankMe

95 papers B 9C 11Journal 41Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Graph vector function architecture. Neural Networks Sachin Kahawala, Daswin De Silva, Evgeny Osipov, Dmitri A. Rachkovskij, Ross W. Gayler
2026	J	`jnl`	Parametrization of sparse distributed representations for vector data classification. Neurocomputing Dilantha Haputhanthri, Daswin De Silva, Evgeny Osipov, Dmitri A. Rachkovskij, Ross W. Gayler
2025	J	`jnl`	Implementing Holographic Reduced Representations for Spiking Neural Networks. IEEE Access Vidura Sumanasena, Daswin De Silva, Evgeny Osipov, Dmitri A. Rachkovskij, Ross W. Gayler
2025	J	`jnl`	Margin-Based Training of HDC Classifiers. Big Data Cogn. Comput. Laura Smets, Dmitri A. Rachkovskij, Evgeny Osipov, Werner Van Leekwijck, Olexander Volkov, Steven Latré
2024	C	`conf`	Causal Reasoning in Large Language Models using Causal Graph Retrieval Augmented Generation. HSI Chamod Samarajeewa, Daswin De Silva, Evgeny Osipov, Damminda Alahakoon, Milos Manic
2024	J	`jnl`	Hardware Efficient Direct Policy Imitation Learning for Robotic Navigation in Resource-Constrained Settings. Sensors Vidura Sumanasena, Heshan Fernando, Daswin De Silva, Beniel Thileepan, Amila Pasan, Jayathu Samarawickrama, Evgeny Osipov, Damminda Alahakoon
2024	J	`jnl`	Hyperseed: Unsupervised Learning With Vector Symbolic Architectures. IEEE Trans. Neural Networks Learn. Syst. Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
2024	B	`conf`	Learnable Weighted Superposition in HDC and its Application to Multi-channel Time Series Classification. IJCNN Kenny Schlegel, Dmitri A. Rachkovskij, Evgeny Osipov, Peter Protzel, Peer Neubert
2024	J	`jnl`	On when is Reservoir Computing with Cellular Automata Beneficial? CoRR Tom Eivind Glover, Evgeny Osipov, Stefano Nichele
2024	—	`conf`	When is Reservoir Computing with Cellular Automata Beneficial? WIVACE Tom Eivind Glover, Evgeny Osipov, Stefano Nichele
2023	J	`jnl`	A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations. ACM Comput. Surv. Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
2023	J	`jnl`	A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges. ACM Comput. Surv. Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
2023	J	`jnl`	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. Tom Eivind Glover, Pedro G. Lind, Anis Yazidi, Evgeny Osipov, Stefano Nichele
2022	B	`conf`	Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning. IJCNN Dilantha Haputhanthri, Evgeny Osipov, Sachin Kahawala, Daswin De Silva, Thimal Kempitiya, Damminda Alahakoon
2022	B	`conf`	Few-shot Federated Learning in Randomized Neural Networks via Hyperdimensional Computing. IJCNN Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko
2022	J	`jnl`	Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware. IEEE Trans. Neural Networks Learn. Syst. Denis Kleyko, Edward Paxon Frady, Mansour Kheffache, Evgeny Osipov
2022	B	`conf`	Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition. IJCNN Thimal Kempitiya, Daswin De Silva, Sachin Kahawala, Dilantha Haputhanthri, Damminda Alahakoon, Evgeny Osipov
2022	J	`jnl`	Vector Semiotic Model for Visual Question Answering. Cogn. Syst. Res. Alexey K. Kovalev, Makhmud Shaban, Evgeny Osipov, Aleksandr I. Panov
2022	J	`jnl`	Vector Symbolic Architectures as a Computing Framework for Emerging Hardware. Proc. IEEE 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
2021	J	`jnl`	A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations. CoRR Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
2021	J	`jnl`	A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges. CoRR Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
2021	B	`conf`	Compressed Superposition of Neural Networks for Deep Learning in Edge Computing. IJCNN Marko Zeman, Evgeny Osipov, Zoran Bosnic
2021	J	`jnl`	Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Denis Kleyko, Mansour Kheffache, Edward Paxon Frady, Urban Wiklund, Evgeny Osipov
2021	B	`conf`	HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing Enabled Embedding of n-gram Statistics. IJCNN Pedro Alonso, Kumar Shridhar, Denis Kleyko, Evgeny Osipov, Marcus Liwicki
2021	J	`jnl`	HyperSeed: Unsupervised Learning with Vector Symbolic Architectures. CoRR Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
2021	C	`conf`	Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications. IECON Madhavi Gayathri, Amanda Ariyaratne, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon, Vishaka Nanayakkara, Evgeny Osipov, Xinghuo Yu
2021	—	`conf`	On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks. IWANN (2) Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko
2021	J	`jnl`	On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks. CoRR Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko
2021	—	`conf`	Question Answering for Visual Navigation in Human-Centered Environments. MICAI (2) Daniil E. Kirilenko, Alexey K. Kovalev, Evgeny Osipov, Aleksandr I. Panov
2021	C	`conf`	The Dynamical Landscape of Reservoir Computing with Elementary Cellular Automata. ALIFE Tom Eivind Glover, Pedro G. Lind, Anis Yazidi, Evgeny Osipov, Stefano Nichele
2021	J	`jnl`	Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware. CoRR 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
2020	J	`jnl`	Automatic Recognition of Sucker-Rod Pumping System Working Conditions Using Dynamometer Cards with Transfer Learning and SVM. Sensors Haibo Cheng, Haibin Yu, Peng Zeng, Evgeny Osipov, Shichao Li, Valeriy Vyatkin
2020	J	`jnl`	Autoscaling Bloom filter: controlling trade-off between true and false positives. Neural Comput. Appl. Denis Kleyko, Abbas Rahimi, Ross W. Gayler, Evgeny Osipov
2020	J	`jnl`	Commentaries on "Learning Sensorimotor Control with Neuromorphic Sensors: Toward Hyperdimensional Active Perception" [Science Robotics Vol 4 Issue 30 (2019) 1-10. CoRR Denis Kleyko, Ross W. Gayler, Evgeny Osipov
2020	J	`jnl`	HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing enabled Embedding of n-gram Statistics. CoRR Pedro Alonso, Kumar Shridhar, Denis Kleyko, Evgeny Osipov, Marcus Liwicki
2020	—	`conf`	Hyperdimensional Representations in Semiotic Approach to AGI. AGI Alexey K. Kovalev, Aleksandr I. Panov, Evgeny Osipov
2020	J	`jnl`	LSTM Based EFAST Global Sensitivity Analysis for Interwell Connectivity Evaluation Using Injection and Production Fluctuation Data. IEEE Access Haibo Cheng, Valeriy Vyatkin, Evgeny Osipov, Peng Zeng, Haibin Yu
2019	J	`jnl`	A Hyperdimensional Computing Framework for Analysis of Cardiorespiratory Synchronization During Paced Deep Breathing. IEEE Access Denis Kleyko, Evgeny Osipov, Urban Wiklund
2019	C	`conf`	ANN based Interwell Connectivity Analysis in Cyber-Physical Petroleum Systems. INDIN Haibo Cheng, Xiaoning Han, Peng Zeng, Haibin Yu, Evgeny Osipov, Valeriy Vyatkin
2019	J	`jnl`	Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks. CoRR Denis Kleyko, Mansour Kheffache, Edward Paxon Frady, Urban Wiklund, Evgeny Osipov
2019	—	`conf`	Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing. Ershov Informatics Conference Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Valeriy Vyatkin, Damminda Alahakoon
2019	J	`jnl`	Guest Editorial: Special Section on Developments in Artificial Intelligence for Industrial Informatics. IEEE Trans. Ind. Informatics Daswin De Silva, Zhibo Pang, Evgeny Osipov, Valeriy Vyatkin
2019	B	`conf`	Integer Self-Organizing Maps for Digital Hardware. IJCNN Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Damminda Alahakoon
2019	—	`conf`	Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing. ITSC Tharindu R. Bandaragoda, Daswin De Silva, Denis Kleyko, Evgeny Osipov, Urban Wiklund, Damminda Alahakoon
2018	J	`jnl`	Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics. IEEE Trans. Neural Networks Learn. Syst. Denis Kleyko, Abbas Rahimi, Dmitri A. Rachkovskij, Evgeny Osipov, Jan M. Rabaey
2018	—	`conf`	Detection of Atrial Fibrillation From Short ECGs: Minimalistic Complexity Analysis for Feature-Based Classifiers. CinC Anara Abdukalikova, Denis Kleyko, Evgeny Osipov, Urban Wiklund
2018	J	`jnl`	Hyperdimensional Computing in Industrial Systems: The Use-Case of Distributed Fault Isolation in a Power Plant. IEEE Access Denis Kleyko, Evgeny Osipov, Nikolaos Papakonstantinou, Valeriy Vyatkin
2018	J	`jnl`	Robust Methods for Automated Selection of Cardiac Signals After Blind Source Separation. IEEE Trans. Biomed. Eng. Daniel Wedekind, Denis Kleyko, Evgeny Osipov, Hagen Malberg, Sebastian Zaunseder, Urban Wiklund
2018	—	`conf`	Vector-Based Analysis of the Similarity Between Breathing and Heart Rate During Paced Deep Breathing. CinC Denis Kleyko, Evgeny Osipov, Urban Wiklund
2017	C	`conf`	Associative synthesis of finite state automata model of a controlled object with hyperdimensional computing. IECON Evgeny Osipov, Denis Kleyko, Alexander I. Legalov
2017	J	`jnl`	Autoscaling Bloom Filter: Controlling Trade-off Between True and False Positives. CoRR Denis Kleyko, Abbas Rahimi, Evgeny Osipov
2017	J	`jnl`	Holographic Graph Neuron: A Bioinspired Architecture for Pattern Processing. IEEE Trans. Neural Networks Learn. Syst. Denis Kleyko, Evgeny Osipov, Alexander Senior, Asad I. Khan, Yasar Ahmet Sekercioglu
2017	J	`jnl`	Integer Echo State Networks: Hyperdimensional Reservoir Computing. CoRR Denis Kleyko, Edward Paxon Frady, Evgeny Osipov
2017	—	`conf`	Modality classification of medical images with distributed representations based on cellular automata reservoir computing. ISBI Denis Kleyko, Sameer Khan, Evgeny Osipov, Suet-Peng Yong
2017	J	`jnl`	Neural Distributed Autoassociative Memories: A Survey. CoRR V. I. Gritsenko, Dmitri A. Rachkovskij, A. A. Frolov, Ross W. Gayler, Denis Kleyko, Evgeny Osipov
2017	B	`conf`	Poster: Approximate Sensing with Vector Symbolic Architectures: The case of fault isolation in distributed automation systems. EWSN Evgeny Osipov, Denis Kleyko, Nikolaos Papakonstantinou
2016	—	`conf`	Modification of Holographic Graph Neuron Using Sparse Distributed Representations. BICA Denis Kleyko, Evgeny Osipov, Dmitri A. Rachkovskij
2016	—	`conf`	Recognizing Permuted Words with Vector Symbolic Architectures: A Cambridge Test for Machines. BICA Denis Kleyko, Evgeny Osipov, Ross W. Gayler
2016	—	`conf`	Sparse Coding of Cardiac Signals for Automated Component Selection after Blind Source Separation. CinC Daniel Wedekind, Denis Kleyko, Evgeny Osipov, Hagen Malberg, Sebastian Zaunseder, Urban Wiklund
2016	—	`conf`	Vehicle classification using road side sensors and feature-free data smashing approach. ITSC Denis Kleyko, Roland Hostettler, Nikita Lyamin, Wolfgang Birk, Urban Wiklund, Evgeny Osipov
2015	J	`jnl`	An Approach for Self-Adaptive Path Loss Modeling for Accurate Positioning in Underground Environments. CoRR Evgeny Osipov, Denis Kleyko
2015	—	`conf`	Comparison of Machine Learning Techniques for Vehicle Classification Using Road Side Sensors. ITSC Denis Kleyko, Roland Hostettler, Wolfgang Birk, Evgeny Osipov
2015	C	`conf`	Fault detection in the hyperspace: Towards intelligent automation systems. INDIN Denis Kleyko, Evgeny Osipov, Nikolaos Papakonstantinou, Valeriy Vyatkin, Arash Mousavi
2015	—	`conf`	Fly-The-Bee: A Game Imitating Concept Learning in Bees. BICA Denis Kleyko, Evgeny Osipov, Magnus Björk, Henrik Toresson, Anton Öberg
2015	J	`jnl`	Holographic Graph Neuron: a Bio-Inspired Architecture for Pattern Processing. CoRR Denis Kleyko, Evgeny Osipov, Alexander Senior, Asad I. Khan, Y. Ahmet Sekercioglu
2015	J	`jnl`	Performance Peculiarities of Viterbi Decoder in Mathworks Simulink, GNU Radio and Other Systems with Likewise Implementation. CoRR Alexey Shapin, Denis Kleyko, Nikita Lyamin, Evgeny Osipov, Oleg Melentyev
2015	J	`jnl`	Symphony: A Framework for Accurate and Holistic WSN Simulation. Sensors Laurynas Riliskis, Evgeny Osipov
2014	C	`conf`	A configurable cloud-based testing infrastructure for interoperable distributed automation systems. IECON Wenbin William Dai, Laurynas Riliskis, Valeriy Vyatkin, Evgeny Osipov, Jerker Delsing
2014	C	`conf`	How to make a distributed programming course a big fun. FIE Evgeny Osipov, Arash Mousavi
2014	J	`jnl`	Maestro: An Orchestration Framework for Large-Scale WSN Simulations. Sensors Laurynas Riliskis, Evgeny Osipov
2014	—	`conf`	Modified Algorithm of Dynamic Frequency Hopping (DFH) in the IEEE 802.22 Standard. MACOM Denis Kleyko, Nikita Lyamin, Evgeny Osipov
2014	—	`conf`	On Bidirectional Transitions between Localist and Distributed Representations: The Case of Common Substrings Search Using Vector Symbolic Architecture. BICA Denis Kleyko, Evgeny Osipov
2014	C	`conf`	On methodology of implementing distributed function block applications using TinyOS WSN nodes. ETFA Denis Kleyko, Evgeny Osipov, Sandeep Patil, Valeriy Vyatkin, Zhibo Pang
2014	—	`ch.`	Simulation Based Studies of Machine-to-Machine Communications. Wireless Networking for Moving Objects Evgeny Osipov, Laurynas Riliskis, Timo Lehikoinen, Jukka Kämäräinen, Marko Pellinen
2013	—	`conf`	An Improved Model of LTE Random Access Channel. VTC Spring Evgeny Osipov, Laurynas Riliskis, Albin Eldstal-Damlin, Michael Burakov, Mats Nordberg, Min Wang
2013	C	`conf`	Coexistence of cloud technology and IT infrastructure in higher education. FIE Laurynas Riliskis, Evgeny Osipov
2013	—	`conf`	Cognitive load-control for congested Wireless Sensor Network channels. Wireless Days Krzysztof Wolosz, Ulf Bodin, Evgeny Osipov, Jens Eliasson
2013	C	`conf`	Educating innovators of future Internet of Things. FIE Evgeny Osipov, Laurynas Riliskis
2013	—	`conf`	Symphony: Simulation, emulation, and virtualization framework for accurate WSN experimentation. SESENA Laurynas Riliskis, Evgeny Osipov
2012	—	`conf`	Dependable MAC Layer Architecture Based on Holographic Data Representation Using Hyper-Dimensional Binary Spatter Codes. MACOM Denis Kleyko, Nikita Lyamin, Evgeny Osipov, Laurynas Riliskis
2012	—	`conf`	On Passive Characterization of Aggregated Traffic in Wireless Networks. WWIC Anna Chaltseva, Evgeny Osipov
2012	—	`conf`	Reality Considerations When Designing a TDMA-FDMA Based Link-Layer for Real-Time WSN. MACOM Laurynas Riliskis, Jan Berdajs, Evgeny Osipov, Andrej Brodnik
2011	—	`conf`	Comparison of Wireless Network Simulators with Multihop Wireless Network Testbed in Corridor Environment. WWIC Rabiullah Khattak, Anna Chaltseva, Laurynas Riliskis, Ulf Bodin, Evgeny Osipov
2010	—	`conf`	Empirical Predictor of TCP Throughput on a Multihop Wireless Path. NEW2AN Anna Chaltseva, Evgeny Osipov
2010	—	`conf`	Road Surface Networks technology enablers for enhanced ITS. VNC Wolfgang Birk, Jens Eliasson, Per Lindgren, Evgeny Osipov, Laurynas Riliskis
2010	—	`ed.`	Wired/Wireless Internet Communications, 8th International Conference, WWIC 2010, Luleå, Sweden, June 1-3, 2010. Proceedings WWIC Evgeny Osipov, Andreas Kassler, Thomas Michael Bohnert, Xavier Masip-Bruin
2009	—	`ed.`	Wired/Wireless Internet Communications, 7th International Conference, WWIC 2009, Enschede, The Netherlands, May 27-29, 2009. Proceedings WWIC Hans van den Berg, Geert J. Heijenk, Evgeny Osipov, Dirk Staehle
2009	—	`conf`	iRide: A Cooperative Sensor and IP Multimedia Subsystem Based Architecture and Application for ITS Road Safety. EuropeComm Muslim Elkotob, Evgeny Osipov
2008	—	`conf`	Interference Aware Construction of Multi- and Convergecast Trees in Wireless Sensor Networks. NEW2AN Tomas Johansson, Evgeny Osipov, Lenka Carr-Motycková
2007	B	`conf`	Distributed Information Storage and Collection for WSNs. MASS Christine Jardak, Evgeny Osipov, Petri Mähönen
2007	J	`jnl`	TCP-Friendly Bandwidth Sharing in Mobile Ad Hoc Networks: From Theory to Reality. EURASIP J. Wirel. Commun. Netw. Evgeny Osipov, Christian F. Tschudin
2007	—	`conf`	tinyLUNAR: One-Byte Multihop Communications Through Hybrid Routing in Wireless Sensor Networks. NEW2AN Evgeny Osipov
2006	J	`jnl`	A Path Density Protocol for MANETs. Ad Hoc Sens. Wirel. Networks Evgeny Osipov, Christian F. Tschudin
2006	—	`conf`	Evaluating the Effect of Ad Hoc Routing on TCP Performance in IEEE 802.11 Based MANETs. NEW2AN Evgeny Osipov, Christian F. Tschudin
2005	—	`—`	On the practical feasibility of fair TCP communications in IEEE 802.11 based multihop ad hoc wireless networks. Evgeny Osipov