Mikhail V. Kiselev

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 5

Top Topics

Spiking Neural Networks

Supervised And Unsupervised Learning

Long Term Memory

Biologically Plausible

Top Venues

Comput. Intell. Neurosci.

Publications

Mikhail V. Kiselev, Alexander Ivanitsky, Andrey Lavrentyev
A Spiking Neural Network Learning Markov Chain. IJCNN (2023)
Mikhail V. Kiselev, Andrey Lavrentyev
A Preprocessing Layer in Spiking Neural Networks - Structure, Parameters, Performance Criteria. IJCNN (2019)
Mikhail V. Kiselev
A synaptic plasticity rule providing a unified approach to supervised and unsupervised learning. IJCNN (2017)
Mikhail V. Kiselev
Conversion from Rate Code to Temporal Code - Crucial Role of Inhibition. ISNN (2016)
Mikhail V. Kiselev
Rate coding vs. temporal coding - is optimum between? IJCNN (2016)
Mikhail V. Kiselev
Input-output Characteristics of LIF Neuron with Dynamic Threshold and Short Term Synaptic Depression. ANNIIP (2014)
Mikhail V. Kiselev
Homogenous Chaotic Network Serving as a Rate/Population Code to Temporal Code Converter. Comput. Intell. Neurosci. 2014 (2014)
Mikhail V. Kiselev
Empirical Models as a Basis for Synthesis of Large Spiking Neural Networks with Pre-Specified Properties. IJCCI (NCTA) (2014)
Mikhail V. Kiselev
Self-Organization Process in Large Spiking Neural Networks Leading to Formation of Working Memory Mechanism. IWANN (1) (2013)
Mikhail V. Kiselev
Self-organized Short-Term Memory Mechanism in Spiking Neural Network. ICANNGA (1) (2011)
Mikhail V. Kiselev
Self-organized spiking neural network recognizing phase/frequency correlations. IJCNN (2009)
Mikhail V. Kiselev, Sergei M. Ananyan, Sergei B. Arseniev
LA - A Clustering Algorithm with an Automated Selection of Attributes, wich is Invariant to Functional Transformations of Coordinates. PKDD (1999)
Mikhail V. Kiselev, Sergei M. Ananyan, Sergei B. Arseniev
PolyAnalyst Data Analysis Technique and Its Specialization for Processing Data Organized as a Set of Attribute Values. PKDD (1998)
Mikhail V. Kiselev, Sergei M. Ananyan, Sergei B. Arseniev
Regression-Based Classification Methods and Their Comparisons with Desision Tree Algorithms. PKDD (1997)
Mikhail V. Kiselev
PolyAnalyst - A Machine Discovery System Inferring Functional Programs. KDD Workshop (1994)
Sergei B. Arseniev, Mikhail V. Kiselev
The Object-Oriented Approach to the Medical Real Time System Design. MIE (1991)