Evgeny Osipov

Affiliations:
  • Luleå University of Technology, Sweden


According to our database1, Evgeny Osipov authored at least 79 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Hardware Efficient Direct Policy Imitation Learning for Robotic Navigation in Resource-Constrained Settings.
Sensors, 2024

2023
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., December, 2023

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges.
ACM Comput. Surv., 2023

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations.
ACM Comput. Surv., 2023

2022
Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware.
IEEE Trans. Neural Networks Learn. Syst., 2022

Vector Symbolic Architectures as a Computing Framework for Emerging Hardware.
Proc. IEEE, 2022

Vector Semiotic Model for Visual Question Answering.
Cogn. Syst. Res., 2022

Few-shot Federated Learning in Randomized Neural Networks via Hyperdimensional Computing.
Proceedings of the International Joint Conference on Neural Networks, 2022

Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2022

Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

HyperSeed: Unsupervised Learning with Vector Symbolic Architectures.
CoRR, 2021

Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware.
CoRR, 2021

Question Answering for Visual Navigation in Human-Centered Environments.
Proceedings of the Advances in Soft Computing, 2021

On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks.
Proceedings of the Advances in Computational Intelligence, 2021

The Dynamical Landscape of Reservoir Computing with Elementary Cellular Automata.
Proceedings of the 2021 Conference on Artificial Life, 2021

Compressed Superposition of Neural Networks for Deep Learning in Edge Computing.
Proceedings of the International Joint Conference on Neural Networks, 2021

HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing Enabled Embedding of n-gram Statistics.
Proceedings of the International Joint Conference on Neural Networks, 2021

Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications.
Proceedings of the IECON 2021, 2021

2020
Automatic Recognition of Sucker-Rod Pumping System Working Conditions Using Dynamometer Cards with Transfer Learning and SVM.
Sensors, 2020

Autoscaling Bloom filter: controlling trade-off between true and false positives.
Neural Comput. Appl., 2020

Commentaries on "Learning Sensorimotor Control with Neuromorphic Sensors: Toward Hyperdimensional Active Perception" [Science Robotics Vol 4 Issue 30 (2019) 1-10.
CoRR, 2020

LSTM Based EFAST Global Sensitivity Analysis for Interwell Connectivity Evaluation Using Injection and Production Fluctuation Data.
IEEE Access, 2020

Hyperdimensional Representations in Semiotic Approach to AGI.
Proceedings of the Artificial General Intelligence - 13th International Conference, 2020

2019
Guest Editorial: Special Section on Developments in Artificial Intelligence for Industrial Informatics.
IEEE Trans. Ind. Informatics, 2019

A Hyperdimensional Computing Framework for Analysis of Cardiorespiratory Synchronization During Paced Deep Breathing.
IEEE Access, 2019

Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

ANN based Interwell Connectivity Analysis in Cyber-Physical Petroleum Systems.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Integer Self-Organizing Maps for Digital Hardware.
Proceedings of the International Joint Conference on Neural Networks, 2019

Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing.
Proceedings of the Perspectives of System Informatics, 2019

2018
Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics.
IEEE Trans. Neural Networks Learn. Syst., 2018

Robust Methods for Automated Selection of Cardiac Signals After Blind Source Separation.
IEEE Trans. Biomed. Eng., 2018

Hyperdimensional Computing in Industrial Systems: The Use-Case of Distributed Fault Isolation in a Power Plant.
IEEE Access, 2018

Vector-Based Analysis of the Similarity Between Breathing and Heart Rate During Paced Deep Breathing.
Proceedings of the Computing in Cardiology, 2018

Detection of Atrial Fibrillation From Short ECGs: Minimalistic Complexity Analysis for Feature-Based Classifiers.
Proceedings of the Computing in Cardiology, 2018

2017
Holographic Graph Neuron: A Bioinspired Architecture for Pattern Processing.
IEEE Trans. Neural Networks Learn. Syst., 2017

Neural Distributed Autoassociative Memories: A Survey.
CoRR, 2017

Autoscaling Bloom Filter: Controlling Trade-off Between True and False Positives.
CoRR, 2017

Integer Echo State Networks: Hyperdimensional Reservoir Computing.
CoRR, 2017

Modality classification of medical images with distributed representations based on cellular automata reservoir computing.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Associative synthesis of finite state automata model of a controlled object with hyperdimensional computing.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Poster: Approximate Sensing with Vector Symbolic Architectures: The case of fault isolation in distributed automation systems.
Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, 2017

2016
Vehicle classification using road side sensors and feature-free data smashing approach.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Sparse Coding of Cardiac Signals for Automated Component Selection after Blind Source Separation.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Modification of Holographic Graph Neuron Using Sparse Distributed Representations.
Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016

Recognizing Permuted Words with Vector Symbolic Architectures: A Cambridge Test for Machines.
Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016

2015
Symphony: A Framework for Accurate and Holistic WSN Simulation.
Sensors, 2015

Performance Peculiarities of Viterbi Decoder in Mathworks Simulink, GNU Radio and Other Systems with Likewise Implementation.
CoRR, 2015

An Approach for Self-Adaptive Path Loss Modeling for Accurate Positioning in Underground Environments.
CoRR, 2015

Holographic Graph Neuron: a Bio-Inspired Architecture for Pattern Processing.
CoRR, 2015

Comparison of Machine Learning Techniques for Vehicle Classification Using Road Side Sensors.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Fault detection in the hyperspace: Towards intelligent automation systems.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Fly-The-Bee: A Game Imitating Concept Learning in Bees.
Proceedings of the 6th Annual International Conference on Biologically Inspired Cognitive Architectures, 2015

2014
Simulation Based Studies of Machine-to-Machine Communications.
Proceedings of the Wireless Networking for Moving Objects, 2014

Maestro: An Orchestration Framework for Large-Scale WSN Simulations.
Sensors, 2014

Modified Algorithm of Dynamic Frequency Hopping (DFH) in the IEEE 802.22 Standard.
Proceedings of the Multiple Access Communications - 7th International Workshop, 2014

A configurable cloud-based testing infrastructure for interoperable distributed automation systems.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

How to make a distributed programming course a big fun.
Proceedings of the IEEE Frontiers in Education Conference, 2014

On methodology of implementing distributed function block applications using TinyOS WSN nodes.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

On Bidirectional Transitions between Localist and Distributed Representations: The Case of Common Substrings Search Using Vector Symbolic Architecture.
Proceedings of the 5th Annual International Conference on Biologically Inspired Cognitive Architectures, 2014

2013
Cognitive load-control for congested Wireless Sensor Network channels.
Proceedings of the IFIP Wireless Days, 2013

An Improved Model of LTE Random Access Channel.
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Symphony: Simulation, emulation, and virtualization framework for accurate WSN experimentation.
Proceedings of the 4th International Workshop on Software Engineering for Sensor Network Applications, 2013

Coexistence of cloud technology and IT infrastructure in higher education.
Proceedings of the IEEE Frontiers in Education Conference, 2013

Educating innovators of future Internet of Things.
Proceedings of the IEEE Frontiers in Education Conference, 2013

2012
On Passive Characterization of Aggregated Traffic in Wireless Networks.
Proceedings of the Wired/Wireless Internet Communication - 10th International Conference, 2012

Reality Considerations When Designing a TDMA-FDMA Based Link-Layer for Real-Time WSN.
Proceedings of the Multiple Access Communications - 5th International Workshop, 2012

Dependable MAC Layer Architecture Based on Holographic Data Representation Using Hyper-Dimensional Binary Spatter Codes.
Proceedings of the Multiple Access Communications - 5th International Workshop, 2012

2011
Comparison of Wireless Network Simulators with Multihop Wireless Network Testbed in Corridor Environment.
Proceedings of the Wired/Wireless Internet Communications, 2011

2010
Road Surface Networks technology enablers for enhanced ITS.
Proceedings of the Second IEEE Vehicular Networking Conference, 2010

Empirical Predictor of TCP Throughput on a Multihop Wireless Path.
Proceedings of the Smart Spaces and Next Generation Wired/Wireless Networking, 2010

2009
iRide: A Cooperative Sensor and IP Multimedia Subsystem Based Architecture and Application for ITS Road Safety.
Proceedings of the Communications Infrastructure. Systems and Applications in Europe, 2009

2008
Interference Aware Construction of Multi- and Convergecast Trees in Wireless Sensor Networks.
Proceedings of the Next Generation Teletraffic and Wired/Wireless Advanced Networking, 2008

2007
TCP-Friendly Bandwidth Sharing in Mobile Ad Hoc Networks: From Theory to Reality.
EURASIP J. Wirel. Commun. Netw., 2007

tinyLUNAR: One-Byte Multihop Communications Through Hybrid Routing in Wireless Sensor Networks.
Proceedings of the Next Generation Teletraffic and Wired/Wireless Advanced Networking, 2007

Distributed Information Storage and Collection for WSNs.
Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems, 2007

2006
A Path Density Protocol for MANETs.
Ad Hoc Sens. Wirel. Networks, 2006

Evaluating the Effect of Ad Hoc Routing on TCP Performance in IEEE 802.11 Based MANETs.
Proceedings of the Next Generation Teletraffic and Wired/Wireless Advanced Networking, 2006

2005
On the practical feasibility of fair TCP communications in IEEE 802.11 based multihop ad hoc wireless networks.
PhD thesis, 2005


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