101 citations · 207 across the 9 of their papers we have counts for
9 papers
It is useful to analyze correlation graphs
A. N. Gorban, T. A. Tyukina, L. I. Pokidysheva +1
In 1987, we analyzed the changes in correlation graphs between various features of the organism during stress and adaptation. After 33 years of research of many authors, discoverie…
The Feasibility and Inevitability of Stealth Attacks
Ivan Y. Tyukin, Desmond J. Higham, Alexander Bastounis +2
We develop and study new adversarial perturbations that enable an attacker to gain control over decisions in generic Artificial Intelligence (AI) systems including deep learning ne…
Dynamic and Thermodynamic Models of Adaptation
A. N. Gorban, T. A. Tyukina, L. I. Pokidysheva +1
The concept of biological adaptation was closely connected to some mathematical, engineering and physical ideas from the very beginning. Cannon in his "The wisdom of the body" (193…
Basic Model of Purposeful Kinesis
A. N. Gorban, N. Çabukoǧlu
The notions of taxis and kinesis are introduced and used to describe two types of behavior of an organism in non-uniform conditions: (i) Taxis means the guided movement to more fav…
Maxallent: Maximizers of all Entropies and Uncertainty of Uncertainty
A. N. Gorban
The entropy maximum approach (Maxent) was developed as a minimization of the subjective uncertainty measured by the Boltzmann--Gibbs--Shannon entropy. Many new entropies have been…
Local Equivalence of Reversible and General Markov Kinetics
A. N. Gorban
We consider continuous--time Markov kinetics with a finite number of states and a given positive equilibrium distribution P*. For an arbitrary probability distribution we study…