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Author

A. Alifanova

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Deep Learning Methods in Neuroscience: From Modeling Molecular Mechanisms to Classifying States of Consciousness

Diverse methods of machine and computational modeling have demonstrated their effectiveness in tasks of automatic clustering and classification of brain states, the development of multilevel models and the identification of connectivity patterns correlated with levels of consciousness.

E. Benderskaya, A. Alifanova, Svetlana Batalova et al. · 0 citations
#machine learning Preprint Sep 2026

Language as an Independent Information Layer: A Conceptual Model of Communication, Cognition and Decision-Making

A new concept for designing corporate knowledge bases is proposed that integrates the probabilistic vector space of a corporate vocabulary, reflect-ing industry specifics, subject focus, terminology, and culture, with traditional ontological modeling, and enables the efficient extraction of knowledge from accumulated c...

A. Alifanova, E. Benderskaya · 0 citations

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