Advances in neural computation, machine learning, and cognitive research IV : selected papers from the XXII International Conference on Neuroinformatics, October 12-16, 2020, Moscow, Russia /: selected papers from the XXII International Conference on Neuroinformatics, October 12-16, 2020, Moscow, Russia. (2020)

• Record Type: Book
• Other Titles: Advances in neural computation, machine learning, and cognitive research 4
• Further Information: Note: Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev, editors.
• Other Names: Kryzhanovsky, Boris; Dunin-Barkowski, Witali; Redko, Vladimir; Tiumentsev, Yury; International Conference on Neuroinformatics, 22nd
• Contents: Intro -- Preface -- Organization -- Editorial Board -- Advisory Board -- Program Committee of the XXII International Conference "Neuroinformatics-2020" -- General Chair -- Co-chairs -- Program Committee Members -- Contents -- Invited Papers -- Reverse Engineering the Brain Based on Machine Learning -- Abstract -- 1 Introduction -- 2 Basic Concepts and Problem Statement -- 3 Machine Learning Research Program -- 4 Reverse-Engineering the Brain -- 5 Modeling the Mind -- 6 Conclusions -- References -- Who Says Formalized Models are Appropriate for Describing Living Systems? -- Abstract 1 Introduction -- 2 Subsystem Recognizing Sensor Signals -- 2.1 Variants of Architectures of the First Subsystem and Its Reaction -- 2.2 The Impact of Context Conditions on the Operation of the First Subsystem -- 3 Subsystem Describing the Stages of Stress Reaction -- 3.1 Basic Variables and Model Balance Equations -- 3.2 Classification of the Obtained Solutions -- 4 Examples of Operating Modes of an Integral System and Comparison with Experimental Data -- 5 Conclusion and Outlook -- Acknowledgements -- References -- Cognitive Sciences and Brain-Computer Interface Mirror Neurons in the Interpretation of Action and Intentions -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 3 Results and Discussion -- 4 Conclusion -- References -- Revealing Differences in Resting States Through Phase Synchronization Analysis. Eyes Open, Eyes Closed in Lighting and Darkness Condition -- 1 Introduction -- 2 Methods and Materials -- 2.1 Experiment Design -- 2.2 EEG Data Preprocessing -- 2.3 Phase-Based Connectivity Analysis -- 2.4 Data Analysis Pipeline -- 3 Results and Discussion -- 4 Conclusion and Discussion -- References Assessment of Cortical Travelling Waves Parameters Using Radially Symmetric Solutions to Neural Field Equations with Microstructure -- 1 Introduction -- 2 Analytical Results -- 3 Numerical Results -- 4 Conclusions -- References -- The Solution to the Problem of Classifying High-Dimension fMRI Data Based on the Spark Platform -- Abstract -- 1 Introduction -- 2 Experimental -- 3 Results -- 4 Conclusion -- Acknowledgement -- References -- A Rehabilitation Device for Paralyzed Disabled People Based on an Eye Tracker and fNIRS -- Abstract -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion Acknowledgment -- References -- Analytic Model of Mental Rotation -- 1 Introduction -- 2 Neuronal Network Model of Mental Rotation Under Recognition -- 3 Energy Function -- 4 Various Forms of Energy Landscape -- 5 Conclusions -- References -- Topology of the Thesaurus of Russian Adjectives Revealed by Measurements of the Spoken Word Recognition Time -- Abstract -- 1 Introduction -- 2 Methods -- 3 Results 1: Ordering by Recognition Time -- 4 Results 2: Ordering by Synonymy -- 5 Discussion -- Acknowledgments -- References -- Adaptive Behavior and Evolutionary Simulation
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2021
• Extent: 1 online resource (441 pages)
• Subjects: 006.3/2; Neural networks (Computer science) -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030605773
• Related ISBNs: 9783030605766
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