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
- Title:
- 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)
- Main Title:
- 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
- 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 --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 … (more)
- 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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- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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- Physical Locations:
- British Library HMNTS - ELD.DS.562147
- Ingest File:
- 03_190.xml