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D

Denis Kleyko

örebro university

26H-index
101Paper Count
2.4KCitation Count
Published Papers 24
Publication Date
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Structured temporal representation in time series classification with ROCKETs and hyperdimensional computing
errData Mining and Knowledge Discovery
IF4.3
err2025-10-18
err0
errOAAI
errKenny Schlegel; Dmitri A. Rachkovskij; Denis Kleyko; Ross W. Gayler; Peter Protzel; Peer Neubert
errShare
errSave
Classification using hyperdimensional computing: a review with comparative analysis
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2025-03-17
err1
errOAAI
errVerges, Pere; Heddes, Mike; Nunes, Igor; Kleyko, Denis; Givargis, Tony; Nicolau, Alexandru
errShare
errSave
Perceptron Theory Can Predict the Accuracy of Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-07-01
err7
errOAAI
errKleyko, Denis; Rosato, Antonello; Frady, Edward Paxon; Panella, Massimo; Sommer, Friedrich T.
errShare
errSave
Hyperseed: Unsupervised Learning With Vector Symbolic Architectures
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-05-01
err7
errOAAI
errOsipov, Evgeny; Kahawala, Sachin; Haputhanthri, Dilantha; Kempitiya, Thimal; De Silva, Daswin; Alahakoon, Damminda; Kleyko, Denis
errShare
errSave
Lessons from a challenge on forecasting epileptic seizures from non-cerebral signals
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-02-13
err1
PREAI
errSchlegel, Kenny; Kleyko, Denis; Brinkmann, Benjamin H.; Nurse, Ewan S.; Gayler, Ross W.; Neubert, Peer
errShare
errSave
Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-12-01
err6
errOAAI
errKleyko, Denis; Karunaratne, Geethan; Rabaey, Jan M.; Sebastian, Abu; Rahimi, Abbas
errShare
errSave
Efficient optimization with higher-order ising machines
errNATURE COMMUNICATIONS
IF15.7
err2023-09-27
err12
errOAAI
errBybee, Connor; Kleyko, Denis; Nikonov, Dmitri E.; Khosrowshahi, Amir; Olshausen, Bruno A.; Sommer, Friedrich T.
errShare
errSave
Variable Binding for Sparse Distributed Representations: Theory and Applications
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-05-01
err26
errOAAI
errFrady, Edward Paxon; Kleyko, Denis; Sommer, Friedrich T.
errShare
errSave
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges
errACM COMPUTING SURVEYS
IF28
err2023-01-16
err23
errOAAI
errKleyko, Denis; Rachkovskij, Dmitri; Osipov, Evgeny; Rahimi, Abbas
errShare
errSave
On separating long- and short-term memories in hyperdimensional computing
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2023-01-09
err1
errOAAI
errTeeters, Jeffrey L. L.; Kleyko, Denis; Kanerva, Pentti; Olshausen, Bruno A. A.
errShare
errSave
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations
errACM COMPUTING SURVEYS
IF28
err2022-12-07
err48
errOAAI
errKleyko, Denis; Rachkovskij, Dmitri A.; Osipov, Evgeny; Rahimi, Abbas
errShare
errSave
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware
errPROCEEDINGS OF THE IEEE
IF25.9
err2022-10-01
err29
errOAAI
errKleyko, Denis; Davies, Mike; Frady, E. Paxon; Kanerva, Pentti; Kent, Spencer J.; Olshausen, Bruno A.; Osipov, Evgeny; Rabaey, Jan M.; Rachkovskij, Dmitri A.; Rahimi, Abbas; Sommer, Friedrich T.
errShare
errSave
Cellular Automata Can Reduce Memory Requirements of Collective-State Computing
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-06-01
err7
errOAAI
errKleyko, Denis; Frady, Edward Paxon; Sommer, Friedrich T.
errShare
errSave
Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-04-01
err23
errOAAI
errKleyko, Denis; Frady, Edward Paxon; Kheffache, Mansour; Osipov, Evgeny
errShare
errSave
Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2021-08-01
err18
errOAAI
errKleyko, Denis; Kheffache, Mansour; Frady, E. Paxon; Wiklund, Urban; Osipov, Evgeny
errShare
errSave
An Automated Machine Learning Approach for Smart Waste Management Systems
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2020-01-01
err45
PREAI
errRutqvist, David; Kleyko, Denis; Blomstedt, Fredrik
errShare
errSave
Real-Time Jamming DoS Detection in Safety-Critical V2V C-ITS Using Data Mining
errIEEE COMMUNICATIONS LETTERS
IF4.4
err2019-03-01
err36
PREAI
errLyamin, Nikita; Kleyko, Denis; Delooz, Quentin; Vinel, Alexey
errShare
errSave
A Hyperdimensional Computing Framework for Analysis of Cardiorespiratory Synchronization During Paced Deep Breathing
errIEEE ACCESS
IF3.6
err2019-01-01
err7
errOAAI
errKleyko, Denis; Osipov, Evgeny; Wiklund, Urban
errShare
errSave
Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-12-01
err39
PREAI
errKleyko, Denis; Rahimi, Abbas; Rachkovskij, Dmitri A.; Osipov, Evgeny; Rabaey, Jan M.
errShare
errSave
AI-Based Malicious Network Traffic Detection in VANETs
errIEEE NETWORK
IF6.3
err2018-11-01
err41
PREAI
errLyamin, Nikita; Kleyko, Denis; Delooz, Quentin; Vinel, Alexey
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jan M. Rabaey
H-index: 85 · Papers: 626
M
Mikael Skurnik
H-index: 67 · Papers: 312
B
Benjamin H. Brinkmann
H-index: 58 · Papers: 274
A
Abu Sebastian
H-index: 58 · Papers: 367
Y
Yevgeni Koucheryavy
H-index: 58 · Papers: 522
View more