Evgeny Osipov
Luleå tekniska Universitet
H-index: 26
Europe-Sweden
Top articles of Evgeny Osipov
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Two-Layer Self-Organizing Map with Vector Symbolic Architecture for Spatiotemporal Sequence Learning and Prediction | Biomimetics | Thimal Kempitiya Damminda Alahakoon Evgeny Osipov Sachin Kahawala Daswin De Silva | 2024/3/13 |
Investigating Rules and Parameters of Reservoir Computing with Elementary Cellular Automata, with a Criticism of Rule 90 and the Five-Bit Memory Benchmark | Tom Eivind Glover Pedro Lind Anis Yazidi Evgeny Osipov Stefano Nichele | 2023 | |
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 | 2023/12/28 |
Evaluating complex sparse representation of hypervectors for unsupervised machine learning | Dilantha Haputhanthri Evgeny Osipov Sachin Kahawala Daswin De Silva Thimal Kempitiya | 2022/7/18 | |
Vector semiotic model for visual question answering | Cognitive Systems Research | Alexey K Kovalev Makhmud Shaban Evgeny Osipov Aleksandr I Panov | 2022/1/1 |
A survey on hyperdimensional computing aka vector symbolic architectures, part i: Models and data transformations | Denis Kleyko Dmitri A Rachkovskij Evgeny Osipov Abbas Rahimi | 2022/12/7 | |
Hyperseed: Unsupervised learning with vector symbolic architectures | IEEE Transactions on Neural Networks and Learning Systems | Evgeny Osipov Sachin Kahawala Dilantha Haputhanthri Thimal Kempitiya Daswin De Silva | 2022/11/16 |
Few-shot federated learning in randomized neural networks via hyperdimensional computing | Antonello Rosato Massimo Panella Evgeny Osipov Denis Kleyko | 2022/7/18 | |
Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition | Thimal Kempitiya Daswin De Silva Sachin Kahawala Dilantha Haputhanthri Damminda Alahakoon | 2022/7/18 | |
The dynamical landscape of reservoir computing with elementary cellular automata | Tom Eivind Glover Pedro Lind Anis Yazidi Evgeny Osipov Stefano Nichele | 2021/7/19 | |
Compressed superposition of neural networks for deep learning in edge computing | Marko Zeman Evgeny Osipov Zoran Bosnić | 2021/7/18 | |
HyperEmbed: Tradeoffs between resources and performance in NLP tasks with hyperdimensional computing enabled embedding of n-gram statistics | Pedro Alonso Kumar Shridhar Denis Kleyko Evgeny Osipov Marcus Liwicki | 2021/7/18 | |
Question answering for visual navigation in human-centered environments | Daniil E Kirilenko Alexey K Kovalev Evgeny Osipov Aleksandr I Panov | 2021/10/21 | |
On effects of compression with hyperdimensional computing in distributed randomized neural networks | Antonello Rosato Massimo Panella Evgeny Osipov Denis Kleyko | 2021/6/16 | |
Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications | Madhavi Gayathri Amanda Ariyaratne Sachin Kahawala Daswin De Silva Damminda Alahakoon | 2021/10/13 | |
Vector symbolic architectures as a computing framework for nanoscale hardware | Denis Kleyko Mike Davies E Paxon Frady Pentti Kanerva Spencer J Kent | 2021/6 | |
Robust multi-step predictor for electricity markets with real-time pricing | Energies | Sachin Kahawala Daswin De Silva Seppo Sierla Damminda Alahakoon Rashmika Nawaratne | 2021/7/20 |
Autoscaling bloom filter: controlling trade-off between true and false positives | Neural Computing and Applications | Denis Kleyko Abbas Rahimi Ross W Gayler Evgeny Osipov | 2020/4 |
Integer echo state networks: Efficient reservoir computing for digital hardware | IEEE Transactions on Neural Networks and Learning Systems | Denis Kleyko Edward Paxon Frady Mansour Kheffache Evgeny Osipov | 2020/12/22 |
Commentaries on" Learning Sensorimotor Control with Neuromorphic Sensors: Toward Hyperdimensional Active Perception"[Science Robotics Vol. 4 Issue 30 (2019) 1-10 | arXiv preprint arXiv:2003.11458 | Denis Kleyko Ross W Gayler Evgeny Osipov | 2020/3/25 |
