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Engineer
Southern Federal University
Research interests:
Data analysis, computational programming, statistical analysis, machine learning, time series analysis, artificial neural networks, reservoir computing, neuroscience, bioinformatics
Research projects:
Current:
- Investigation on the possibility of upgrading the software package for the analysis and probabilistic-statistical processing of the genetic research results
- Development of a stimulus-independent model of the brain-computer interface for the rehabilitation of disable people
Previous:
- Development and experimental substantiation of a technology for creating a brain-brain interface (BBI) based on bioelectric activity and non-invasive reversible stimulation as a fundamentally new channel of communication and control
- Development of a prototype test system designed to monitor the level of stress reactions of small laboratory animals based on the analysis of the bioelectrical activity of the cortex and subcortical structures
- Development of airborne detection technology and real-time recognition of ultra-low concentrations of target substances using biohybrid sensor systems
Teaching:
