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I

Ivan Tyukin

skolkovo institute of science and technology

23H-index
196Paper Count
2.1KCitation Count
Published Papers 29
Publication Date
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Periodic and quasi-periodic dynamics of neuronal oscillators based on an inorganic memristive device
errchaos, solitons & fractals
IF0
err2026-03-30
err0
PREAI
errIvan M. Kipelkin; Svetlana A. Gerasimova; Davud V. Guseinov; Alexey I. Belov; Ivan Y. Tyukin; Alexey N. Mikhaylov; Victor B. Kazantsev
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errSave
Physics-informed neural networks for aggregation kinetics
errJournal of Inverse and Ill-Posed Problems
IF1
err2026-01-01
err0
PREAI
errMukhamedova, Farzona; Tyukin, Ivan; Brilliantov, Nikolai
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errSave
Theoretical Advances on Stochastic Configuration Networks
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-09-16
err0
PREAI
errXiufeng Yan; Dianhui Wang; Ivan Y. Tyukin
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errSave
The critical dimension of memory engrams and an optimal number of senses
errScientific Reports
IF3.9
err2025-08-15
err0
errOAAI
errWendy Otieno; Ivan Y. Tyukin; Nikolay Brilliantov
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errSave
Situation-Based Neuromorphic Memory in Spiking Neuron-Astrocyte Network
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-01-01
err4
errOAAI
errGordleeva, Susanna; Tsybina, Yuliya A.; Krivonosov, Mikhail I.; Tyukin, Ivan Y.; Kazantsev, Victor B.; Zaikin, Alexey; Gorban, Alexander N.
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errSave
How adversarial attacks can disrupt seemingly stable accurate classifiers
errNEURAL NETWORKS
IF6.3
err2024-12-01
err0
errOAAI
errSutton, Oliver J.; Zhou, Qinghua; Tyukin, Ivan Y.; Gorban, Alexander N.; Bastounis, Alexander; Higham, Desmond J.
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errSave
Machine learning analysis of the effects of COVID-19 on migration patterns
errSCIENTIFIC REPORTS
IF3.9
err2024-11-30
err0
errOAAI
errMukhamedova, Farzona; Tyukin, Ivan
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errSave
Knowledge-informed neuro-integrators for aggregation kinetics
errCOMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION
IF3.8
err2024-04-01
err0
errOAAI
errLukashevich, D.; Tyukin, I.; Brilliantov, N.
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errSave
Accelerating Finite State Machine-Based Testing Using Reinforcement Learning
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-03-01
err0
errOAAI
errTurker, Uraz Cengiz; Hierons, Robert M.; El-Fakih, Khaled; Mousavi, Mohammad Reza; Tyukin, Ivan Y.
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errSave
Artificial intelligence for ventricular arrhythmia capability using ambulatory electrocardiograms
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2024-01-30
err5
errOAAI
errBarker, Joseph; Li, Xin; Kotb, Ahmed; Mavilakandy, Akash; Antoun, Ibrahim; Thaitirarot, Chokanan; Koev, Ivelin; Man, Sharon; Schlindwein, Fernando S.; Dhutia, Harshil; Chin, Shui Hao; Tyukin, Ivan; Nicolson, William B.; Ng, G. Andre
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errSave
GeoAI in urban analytics
errINTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
IF5.1
err2023-11-24
err8
errOAAI
errDe Sabbata, Stefano; Ballatore, Andrea; Miller, Harvey J.; Sieber, Renee; Tyukin, Ivan; Yeboah, Godwin
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errSave
Machine learning in sudden cardiac death risk prediction: a systematic review
errEUROPACE
IF7.4
err2022-08-25
err21
errOAAI
errBarker, Joseph; Li, Xin; Khavandi, Sarah; Koeckerling, David; Mavilakandy, Akash; Pepper, Coral; Bountziouka, Vasiliki; Chen, Long; Kotb, Ahmed; Antoun, Ibrahim; Mansir, John; Smith-Byrne, Karl; Schlindwein, Fernando S.; Dhutia, Harshil; Tyukin, Ivan; Nicolson, William B.; Andre Ng, G.
errShare
errSave
Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects
errINFORMATION FUSION
IF15.5
err2021-12-01
err119
errOAAI
errWang, Shuihua; Celebi, M. Emre; Zhang, Yu-Dong; Yu, Xiang; Lu, Siyuan; Yao, Xujing; Zhou, Qinghua; Miguel, Martinez-Garcia; Tian, Yingli; Gorriz, Juan M.; Tyukin, Ivan
errShare
errSave
General stochastic separation theorems with optimal bounds
errNEURAL NETWORKS
IF6.3
err2021-06-01
err9
errOAAI
errGrechuk, Bogdan; Gorban, Alexander N.; Tyukin, Ivan Y.
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errSave
Swirlonic state of active matter
errSCIENTIFIC REPORTS
IF3.9
err2020-10-08
err5
errOAAI
errBrilliantov, Nikolai V.; Abutuqayqah, Hajar; Tyukin, Ivan Yu; Matveev, Sergey A.
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errSave
Universal principles justify the existence of concept cells
errSCIENTIFIC REPORTS
IF3.9
err2020-05-12
err9
errOAAI
errCalvo Tapia, Carlos; Tyukin, Ivan; Makarov, Valeri A.
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errSave
How Deep Should be the Depth of Convolutional Neural Networks: a Backyard Dog Case Study
errCOGNITIVE COMPUTATION
IF4.3
err2019-08-07
err48
errOAAI
errGorban, Alexander N.; Mirkes, Evgeny M.; Tyukin, Ivan Y.
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errSave
The unreasonable effectiveness of small neural ensembles in high-dimensional brain
errPHYSICS OF LIFE REVIEWS
IF14.3
err2019-07-01
err41
errOAAI
errGorban, Alexander N.; Makarov, Valeri A.; Tyukin, Ivan Y.
errShare
errSave
Symphony of high-dimensional brain Reply to comments on The unreasonable effectiveness of small neural ensembles in high-dimensional brain
errPHYSICS OF LIFE REVIEWS
IF14.3
err2019-07-01
err4
errOAAI
errGorban, Alexander N.; Makarov, Valeri A.; Tyukin, Ivan Y.
errShare
errSave
Preface special issue on non-iterative approaches in learning
errAPPLIED SOFT COMPUTING
IF6.6
err2018-09-01
err0
PREAI
errSuganthan, Ponnuthurai N.; Mitra, Sushmita; Tyukin, Ivan
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errSave

Research Directions

No research directions
Co-authors
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S
Shuihua Wang‎
H-index: 86 · Papers: 453
H
Henk Nijmeijer
H-index: 81 · Papers: 1.2K
J
J. M. Górriz
H-index: 63 · Papers: 592
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