List of works - Ivan Tyukin

Adaptive and phase selective spike timing dependent plasticity in synaptically coupled neuronal oscillators

scientific article

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

scientific article published in April 2018

Exploring Automated Pottery Identification [Arch-I-Scan]

General stochastic separation theorems with optimal bounds

scientific article published in 2021

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

scientific article published on 09 January 2020

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

scientific article published on 19 March 2018

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

scientific article published on 10 February 2009

Parameter Estimation of Sigmoid Superpositions: Dynamical System Approach ⬇️

scientific article published on October 1, 2003

Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation

scientific article published on 20 October 2021

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

scientific article published on 13 October 2017

Sensory optimization by stochastic tuning

scientific article published on October 2013

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

scientific article published on 27 June 2019

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

scientific article published on 2 April 2014

State and parameter estimation for canonic models of neural oscillators.

scientific article published in June 2010

Stochastic separation theorems.

scientific article published on 31 July 2017

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

scientific article published in 2022

The economics of motion perception and invariants of visual sensitivity

Universal principles justify the existence of concept cells

scientific article published on 12 May 2020

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

scientific article published in 2007

List of works by Ivan Tyukin