متابعة
Denis Kleyko
Denis Kleyko
Örebro University & RISE Research institutes of Sweden
بريد إلكتروني تم التحقق منه على oru.se - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Beyond the Imitation Game: Quantifying and Extrapolating the Capabilities of Language Models‏
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...‏
Transactions on Machine Learning Research, 1-95, 2023‏
13452023
High-dimensional Computing as a Nanoscalable Paradigm‏
A Rahimi, S Datta, D Kleyko, EP Frady, B Olshausen, P Kanerva, ...‏
IEEE Transactions on Circuits and Systems I: Regular Papers 64 (9), 2508-2521, 2017‏
1572017
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations‏
D Kleyko, D Rachkovskij, E Osipov, A Rahimi‏
ACM Computing Surveys (CSUR) 55 (6), 1-40, 2022‏
1412022
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges‏
D Kleyko, D Rachkovskij, E Osipov, A Rahimi‏
ACM Computing Surveys (CSUR) 55 (9), 1-52, 2023‏
1312023
Classification and Recall with Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics‏
D Kleyko, A Rahimi, DA Rachkovskij, E Osipov, JM Rabaey‏
IEEE Transactions on Neural Networks and Learning Systems 29 (12), 5880-5898, 2018‏
1282018
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware‏
D Kleyko, M Davies, EP Frady, P Kanerva, SJ Kent, BA Olshausen, ...‏
Proceedings of the IEEE 110 (10), 1538-1571, 2022‏
1122022
A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks‏
EP Frady, D Kleyko, FT Sommer‏
Neural Computation 30 (6), 1449-1513, 2018‏
1112018
An Automated Machine Learning Approach for Smart Waste Management Systems‏
D Rutqvist, D Kleyko, F Blomstedt‏
IEEE Transactions on Industrial Informatics 16 (1), 384-392, 2020‏
942020
Holographic Graph Neuron: A Bioinspired Architecture for Pattern Processing‏
D Kleyko, E Osipov, A Senior, AI Khan, YA Şekercioğlu‏
IEEE Transactions on Neural Networks and Learning Systems 28 (6), 1250-1262, 2017‏
922017
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation‏
KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ...‏
Northern European Journal of Language Technology (NEJLT) 9 (1), 1-41, 2023‏
782023
Computing on Functions Using Randomized Vector Representations (in brief)‏
EP Frady, D Kleyko, CJ Kymn, BA Olshausen, FT Sommer‏
2022 Annual Neuro-Inspired Computational Elements Conference, 115-122, 2022‏
712022
AI-based Malicious Network Traffic Detection in VANETs‏
N Lyamin, D Kleyko, Q Delooz, A Vinel‏
IEEE Network 32 (6), 15-21, 2018‏
692018
Variable Binding for Sparse Distributed Representations: Theory and Applications‏
EP Frady, D Kleyko, FT Sommer‏
IEEE Transactions on Neural Networks and Learning Systems 34 (5), 2191-2204, 2023‏
612023
Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware‏
D Kleyko, EP Frady, M Kheffache, E Osipov‏
IEEE Transactions on Neural Networks and Learning Systems 33 (4), 1688-1701, 2022‏
61*2022
Real-time Jamming DoS Detection in Safety-critical V2V C-ITS Using Data Mining‏
N Lyamin, D Kleyko, Q Delooz, A Vinel‏
IEEE Communications Letters 23 (3), 442-445, 2019‏
572019
Imitation of Honey Bees’ Concept Learning Processes Using Vector Symbolic Architectures‏
D Kleyko, E Osipov, RW Gayler, AI Khan, AG Dyer‏
Biologically Inspired Cognitive Architectures 14, 57-72, 2015‏
542015
Comparison of Machine Learning Techniques for Vehicle Classification Using Road Side Sensors‏
D Kleyko, R Hostettler, W Birk, E Osipov‏
2015 IEEE 18th International Conference on Intelligent Transportation …, 2015‏
532015
Autoscaling Bloom Filter: Controlling Trade-off Between True and False Positives‏
D Kleyko, A Rahimi, RW Gayler, E Osipov‏
Neural Computing and Applications 32, 3675-3684, 2020‏
502020
Modality Classification of Medical Images with Distributed Representations Based on Cellular Automata Reservoir Computing‏
D Kleyko, S Khan, E Osipov, SP Yong‏
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017‏
502017
Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks‏
D Kleyko, M Kheffache, EP Frady, U Wiklund, E Osipov‏
IEEE Transactions on Neural Networks and Learning Systems 32 (8), 3777-3783, 2021‏
492021
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مقالات 1–20