Andrey Lavrentyev

RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process pdf

Pavel Filonov, Andrey Lavrentyev, Fedor Kitashov, 2017, ArXiv.

Comparison of Memory Mechanisms Based on Adaptive Threshold Potential and Short-Term Synaptic Plasticity

M. Kiselev, Andrey Lavrentyev, A. Ivanitsky, 2021, Advances in Neural Computation, Machine Learning, and Cognitive Research V.

A Preprocessing Layer in Spiking Neural Networks – Structure, Parameters, Performance Criteria

Mikhail Kiselev, Andrey Lavrentyev, M. Kiselev, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Anomaly Detection for Water Treatment System based on Neural Network with Automatic Architecture Optimization pdf

Dmitry Shalyga, Pavel Filonov, Andrey Lavrentyev, 2018, ArXiv.

Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an LSTM-based Predictive Data Model pdf

Pavel Filonov, Andrey Lavrentyev, Artem Vorontsov, 2016, ArXiv.