A purely spiking approach to reinforcement learning. - Kiselev, Mikhail V.; Ivanitsky, Alexander; Larionov, Denis A. (Cogn. Syst. Res., 2025)

From "What" to "When" - a Spiking Neural Network Predicting Rare Events and Time to their Occurrence. - Kiselev, Mikhail V.; Lavrentyev, Andrey; Larionov, Denis A.; Ivanov, Dmitry A. (2024)

A Spiking Neural Network Learning Markov Chain. - Kiselev, Mikhail V.; Ivanitsky, Alexander; Lavrentyev, Andrey (2023)

A Spiking Binary Neuron - Detector of Causal Links. - Kiselev, Mikhail V.; Larionov, Denis A.; Urusov, Andrey (CoRR, 2023)

From "What" to "When" - a Spiking Neural Network Predicting Rare Events and Time to their Occurrence. - Kiselev, Mikhail V. (CoRR, 2023)

A Spiking Neural Network Structure Implementing Reinforcement Learning. - Kiselev, Mikhail V. (CoRR, 2022)

Neuromorphic Artificial Intelligence Systems. - Ivanov, Dmitry; Chezhegov, Aleksandr; Grunin, Andrey; Kiselev, Mikhail V.; Larionov, Denis A. (CoRR, 2022)

A Spiking Neural Network Learning Markov Chain. - Kiselev, Mikhail V. (CoRR, 2022)

A Preprocessing Layer in Spiking Neural Networks - Structure, Parameters, Performance Criteria. - Kiselev, Mikhail V.; Lavrentyev, Andrey (2019)

A synaptic plasticity rule providing a unified approach to supervised and unsupervised learning. - Kiselev, Mikhail V. (2017)

Rate coding vs. temporal coding - is optimum between? - Kiselev, Mikhail V. (2016)

Conversion from Rate Code to Temporal Code - Crucial Role of Inhibition. - Kiselev, Mikhail V. (2016)

Homogenous Chaotic Network Serving as a Rate/Population Code to Temporal Code Converter. - Kiselev, Mikhail V. (Comput. Intell. Neurosci., 2014)

Input-output Characteristics of LIF Neuron with Dynamic Threshold and Short Term Synaptic Depression. - Kiselev, Mikhail V. (2014)

Empirical Models as a Basis for Synthesis of Large Spiking Neural Networks with Pre-Specified Properties. - Kiselev, Mikhail V. (2014)

Self-Organization Process in Large Spiking Neural Networks Leading to Formation of Working Memory Mechanism. - Kiselev, Mikhail V. (2013)

Self-organized Short-Term Memory Mechanism in Spiking Neural Network. - Kiselev, Mikhail V. (2011)

Self-organized spiking neural network recognizing phase/frequency correlations. - Kiselev, Mikhail V. (2009)

Statistical approach to unsupervised recognition of spatio-temporal patterns by spiking neurons. - Kiselev, Mikhail V. (2003)

LA - A Clustering Algorithm with an Automated Selection of Attributes, wich is Invariant to Functional Transformations of Coordinates. - Kiselev, Mikhail V.; Ananyan, Sergei M.; Arseniev, Sergei B. (1999)

PolyAnalyst Data Analysis Technique and Its Specialization for Processing Data Organized as a Set of Attribute Values. - Kiselev, Mikhail V.; Ananyan, Sergei M.; Arseniev, Sergei B. (1998)

Regression-Based Classification Methods and Their Comparisons with Desision Tree Algorithms. - Kiselev, Mikhail V.; Ananyan, Sergei M.; Arseniev, Sergei B. (1997)

PolyAnalyst - A Machine Discovery System Inferring Functional Programs. - Kiselev, Mikhail V. (1994)

The Object-Oriented Approach to the Medical Real Time System Design. - Arseniev, Sergei B.; Kiselev, Mikhail V. (1991)