I. Tyukin

I. Tyukin, F. Schlindwein, Xin Li, 2022, Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology.

ADAPTIVE REGULATION TO INVARIANT SETS

I. Tyukin, C. Leeuwen, D. Efimov, 2004, math/0412442.

Positive Invariance Lemmas for Control Problems with Convergence to Lyapunov-unstable Sets

Alexander N Gorban, I. Tyukin, H. Nijmeijer, 2009 .

SYNCHRONIZATION OF NEURAL OSCILLATORS WITH DIFFUSIVE COUPLING: DOES THE LEAKAGE OF NEUROTRANSMITTER MATTER?

I. Tyukin, H. Nijmeijer, Alexey Semyanov, 2007 .

Universal principles justify the existence of concept cells

Ivan Tyukin, Valeri A. Makarov, V. A. Makarov, 2019, Scientific Reports.

The Arch-I-Scan Project: Artificial Intelligence and 3D Simulation for Developing New Approaches to Roman Foodways

I. Tyukin, E. Mirkes, P. Allison, 2022, Journal of Computer Applications in Archaeology.

Observers for canonic models of neural oscillators

Henk Nijmeijer, Ivan Tyukin, Cees van Leeuwen, 2009, 0905.0149.

State and parameter estimation for systems in non-canonical adaptive observer form

Henk Nijmeijer, Ivan Tyukin, Erik Steur, 2008 .

RECONSTRUCTING DYNAMICS OF SPIKING NEURONS FROM INPUT-OUTPUT MEASUREMENTS IN VITRO

Henk Nijmeijer, Erik Steur, Ivan Tyukin, 2007 .

Fast Construction of Correcting Ensembles for Legacy Artificial Intelligence Systems: Algorithms and a Case Study

Ivan Tyukin, Danil V. Prokhorov, Alexander N. Gorban, 2018, Inf. Sci..

Supplement: The uncertainty principle of measurement in vision

S. Gepshtein, I. Tyukin, T. Albright, 2010, ArXiv.

Uncertainty of visual measurement and efficient allocation of sensory resources pdf

Sergei Gepshtein, Ivan Tyukin, Thomas D. Albright, 2010, 1007.0210.

The uncertainty principle of measurement in vision

Sergei Gepshtein, Ivan Tyukin, Thomas D. Albright, 2010 .

Fast social-like learning of complex behaviors based on motor motifs.

Valeri A Makarov, V. A. Makarov, Carlos Calvo Tapia, 2018, Physical review. E.

The unreasonable effectiveness of small neural ensembles in high-dimensional brain

Ivan Tyukin, Alexander N. Gorban, Valeri A. Makarov, 2018, Physics of life reviews.

Blessing of dimensionality: mathematical foundations of the statistical physics of data

Ivan Tyukin, Alexander N. Gorban, Alexander N Gorban, 2018, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation

Andrei Zinovyev, Ivan Tyukin, Alexander N. Gorban, 2021, Entropy.

Correction of AI systems by linear discriminants: Probabilistic foundations

Ivan Tyukin, Alexander N. Gorban, Bogdan Grechuk, 2018, Inf. Sci..

High-Dimensional Brain: A Tool for Encoding and Rapid Learning of Memories by Single Neurons

Julia Makarova, Valeri A Makarov, Ivan Tyukin, 2017, Bulletin of Mathematical Biology.

A Failure of the Proximity Principle in the Perception of Motion

Sergei Gepshtein, Ivan Tyukin, Michael Kubovy, 2011 .

Unsupervised adaptive optimization of motion-sensitive systems guided by measurement uncertainty

I. Tyukin, D. Prokhorov, C. van Leeuwen, 2007, 2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information.

Linear stability analysis of the flow between rotating cylinders of wide gap

I. Tyukin, A. Rona, J. Al-Ameri, 2018, European Journal of Mechanics - B/Fluids.

Fast Sampling of Evolving Systems with Periodic Trajectories

T. A. Tyukina, Alexander N Gorban, A. N. Gorban, 2015, 1511.03054.

Situation-based memory in spiking neuron-astrocyte network

Alexander N Gorban, I. Tyukin, A. Zaikin, 2022, 2202.07218.

Adaptive Classification of Temporal Signals in Fixed-Weight Recurrent Neural Networks: An Existence Proof

Ivan Tyukin, Cees van Leeuwen, Danil V. Prokhorov, 2007, Neural Computation.

Spatially constrained adaptive rewiring in cortical networks creates spatially modular small world architectures

Ivan Tyukin, Cees van Leeuwen, Erik Steur, 2014, Cognitive Neurodynamics.

Knowledge Transfer Between Artificial Intelligence Systems

Konstantin I. Sofeikov, Alexander N. Gorban, Ivan Y. Tyukin, 2017, Front. Neurorobot..

General stochastic separation theorems with optimal bounds

I. Tyukin, A. Gorban, Bogdan Grechuk, 2020, Neural Networks.

Self-organisation of small-world networks by adaptive rewiring in response to graph diffusion

Erik Steur, Cees van Leeuwen, Chris Trengove, 2017, Scientific Reports.

Leaders do not look back, or do they?

I. Tyukin, C. Leeuwen, E. Steur, 2015, 1505.01440.

On a problem of time-varying learning rate influence on the adaptive system dynamics

V. A. Terekhov, I. Tyukin, D. Prokhorov, 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

Simple model of complex dynamics of activity patterns in developing networks of neuronal cultures

Alexander N Gorban, A. N. Gorban, I. Y. Tyukin, 2018, PloS one.

On Adversarial Examples and Stealth Attacks in Artificial Intelligence Systems

I. Tyukin, D. Higham, A. Gorban, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects

Juan Manuel Górriz, Yingli Tian, Ivan Tyukin, 2021, Inf. Fusion.

Phase Selective Oscillations in Two Noise Driven Synaptically Coupled Spiking Neurons

Ivan Tyukin, Victor B. Kazantsev, Ilya Prokin, 2015, Int. J. Bifurc. Chaos.

Semi-passivity and synchronization of neuronal oscillators

Henk Nijmeijer, Erik Steur, Ivan Tyukin, 2009 .

Invariant template matching in systems with spatiotemporal coding: A matter of instability

Ivan Tyukin, Cees van Leeuwen, Tatiana Tyukina, 2007, Neural Networks.

Invariant template matching in systems with spatiotemporal coding: a vote for instability pdf

Ivan Tyukin, Cees van Leeuwen, Tatiana Tyukina, 2007, ArXiv.

Spatially constrained adaptive rewiring in cortical networks creates spatially modular small world architectures

I. Tyukin, C. Trengove, C. Leeuwen, 2014, Cognitive Neurodynamics.

High-Dimensional Brain in a High-Dimensional World: Blessing of Dimensionality

Ivan Tyukin, Alexander N. Gorban, Valery A. Makarov, 2020, Entropy.

Simple model of complex bursting dynamics in developing networks of neuronal cultures

Ivan Tyukin, Victor B. Kazantsev, Alexander N. Gorban, 2016 .

Natural Frequency Adaptation as a Mechanism for Phase Synchronization in Neural Systems

Ivan Tyukin, Victor B. Kazantsev, I. Tyukin, 2011 .

Adaptive observers and parameter estimation for a class of systems nonlinear in the parameters

Henk Nijmeijer, Ivan Tyukin, Cees van Leeuwen, 2009, Autom..

Data-Driven Approach for Modeling Coagulation Kinetics

G. V. Ovchinnikov, I. Tyukin, D. Lukashevich, 2022, Computational Mathematics and Modeling.

The Feasibility and Inevitability of Stealth Attacks

Alexander N Gorban, I. Tyukin, D. Higham, 2021, IMA Journal of Applied Mathematics.

Uniform-in-diffusivity Chaotic Mixing and the Batchelor Spectrum

I. Tyukin, D. Higham, Christian Hansen, 2021 .

Approximation with random bases: Pro et Contra

Ivan Tyukin, Danil V. Prokhorov, Konstantin I. Sofeikov, 2015, Inf. Sci..

Learning from Scarce Information: Using Synthetic Data to Classify Roman Fine Ware Pottery

Penelope M. Allison, Evgeny M. Mirkes, E. M. Mirkes, 2021, Entropy.

Adaptive control with nonconvex parameterization

Ivan Tyukin, Danil V. Prokhorov, Valery A. Terekhov, 2003, IEEE Trans. Autom. Control..

Fast Numerical Evaluation of Periodic Solutions for a Class of Nonlinear Systems and Its Applications for Parameter Estimation Problems

Ivan Tyukin, Jeremy Levesley, Alexander N. Gorban, 2018 .

Neuromorphic tuning of feature spaces to overcome the challenge of low-sample high-dimensional data

Alexander N. Gorban, V. A. Makarov, Oliver J. Sutton, 2023, 2023 International Joint Conference on Neural Networks (IJCNN).

Myocardial Infarction Detection and Quantification Based on a Convolution Neural Network with Online Error Correction Capabilities

Ivan Tyukin, Shui-Hua Wang, Gerry McCann, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Efficient state synchronisation in model-based testing through reinforcement learning

Robert M. Hierons, Mohammad Reza Mousavi, Uraz Cengiz Türker, 2021, 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE).

Explicit Parameter-dependent Representations of Periodic Solutions for a Class of Nonlinear Systems

Ivan Tyukin, I. Tyukin, J. Al-Ameri Mohammed, 2017 .

State and Parameter Estimation for Canonic Models of Neural oscillators

Henk Nijmeijer, Ivan Tyukin, Cees van Leeuwen, 2010, Int. J. Neural Syst..

Adaptive behavior with fixed weights in RNN: an overview

Danil V. Prokhorov, I.Yu. Tyukin, L. A. Feldkarnp, 2002, Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290).

Stochastic Separation Theorems: How Geometry May Help to Correct AI Errors

Alexander N Gorban, I. Tyukin, Bogdan Grechuk, 2023, Notices of the American Mathematical Society.

Weakly Supervised Learners for Correction of AI Errors with Provable Performance Guarantees

E. M. Mirkes, I. Tyukin, Daniël P. van Helden, 2024, 2024 International Joint Conference on Neural Networks (IJCNN).

New Mechanisms of Disorder Tissue Model

I. Tyukin, G. Osipov, A. Gorban, 2017 .