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001453122 001__ 1453122
001453122 003__ OCoLC
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001453122 019__ $$a1348485136
001453122 020__ $$a9783031190322$$q(electronic bk.)
001453122 020__ $$a3031190327$$q(electronic bk.)
001453122 020__ $$z9783031190315
001453122 020__ $$z3031190319
001453122 0247_ $$a10.1007/978-3-031-19032-2$$2doi
001453122 035__ $$aSP(OCoLC)1348380333
001453122 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dGW5XE$$dEBLCP$$dOCLCF$$dOCLCQ
001453122 049__ $$aISEA
001453122 050_4 $$aQA76.87
001453122 08204 $$a006.3/2$$223/eng/20221101
001453122 1112_ $$aInternational Conference on Neuroinformatics$$n(24th :$$d2022 :$$cMoscow, Russia).
001453122 24510 $$aAdvances in neural computation, machine learning, and cognitive research VI :$$bselected papers from the XXIV International Conference on Neuroinformatics, October 17-21, 2022, Moscow, Russia /$$cBoris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev, editors.
001453122 264_1 $$aCham :$$bSpringer,$$c[2023]
001453122 264_4 $$c©2023
001453122 300__ $$a1 online resource (xvi, 577 pages) :$$billustrations (some color).
001453122 336__ $$atext$$btxt$$2rdacontent
001453122 337__ $$acomputer$$bc$$2rdamedia
001453122 338__ $$aonline resource$$bcr$$2rdacarrier
001453122 4901_ $$aStudies in computational intelligence ;$$vvolume 1064
001453122 500__ $$aInternational conference proceedings.
001453122 500__ $$aIncludes author index.
001453122 5050_ $$aIntro -- Preface -- Organization -- Editorial Board -- Advisory Board -- Program Committee of the XXIV International Conference "Neuroinformatics-2022" -- General Chair -- Co-chairs -- Program Committee -- Contents -- Neuroinformatics and Artificial Intelligence -- Tree Inventory with LiDAR Data -- 1 Introduction -- 2 Methods -- 2.1 Preprocessing Data -- 2.2 Cluster Analysis -- 2.3 Circle Fitting and Convex Hull -- 3 Experiment -- 4 Conclusion -- References -- Towards Reliable Solar Atmospheric Parameters Neural-Based Inference -- 1 Introduction -- 2 Data and Methods -- 3 Results
001453122 5058_ $$a4 Conclusion and Discussion -- References -- Addressing Task Prioritization in Model-based Reinforcement Learning -- 1 Introduction -- 2 Background -- 2.1 Reinforcement Learning -- 2.2 Model-Based RL via World Models -- 3 Task Addressing for Prioritized Implicit Generalization -- 3.1 Addressing Mechanism -- 3.2 Expected Reward Optimization -- 4 Related Work -- 5 Experiments -- 6 Discussion and Conclusion -- References -- Automatic Generation of Conversational Skills from Dialog Datasets -- 1 Introduction -- 1.1 Related Work -- 2 Methodology -- 2.1 Pre-trained Models -- 2.2 Data -- 2.3 Evaluation
001453122 5058_ $$a3 Experiments -- 4 Discussion -- 5 Conclusion -- References -- Neural Networks and Cognitive Sciences. Adaptive Behavior and Evolutionary Simulation -- Individual Topology Structure of Eye Movement Trajectories -- 1 Introduction -- 2 Materials and Methods -- 2.1 Statistics of Fixations and Saccades -- 2.2 Topological Data Analysis (TDA) -- 2.3 Dataset -- 2.4 Experiment -- 3 Results -- A Additional Definitions and Notation -- References -- Neural Network Providing the Involvement of Voluntary Attention into the Processing and Conscious Perception of Sensory Information -- 1 Introduction
001453122 5058_ $$a2 Neural Mechanism for the Involvement of Attention in the Processing of Sensory Information in C-BG-Th-C Loops -- 3 Mechanism for Inclusion of Voluntary Attention into the Processing and Awareness of Sensory Information in the Neural Network Consisting of the Neocortex, Hippocampus, Thalamus, Basal ganglia and Cerebellum -- 4 Functioning of the Network in the Absence of Voluntary Attention Leading to the Inattentional Blindness -- 5 Comparison of Consequences of the Proposed Mechanism of Inattentional Blindness with Experimental Data -- 6 Conclusion -- References
001453122 5058_ $$aAlpha Rhythm Dynamics During Spoken Word Recognition -- 1 Introduction -- 2 Methods -- 3 Results: Alpha Frequency Jumps -- 4 Discussion -- References -- Robotic Devices Control Based on Neuromorphic Classifiers of Imaginary Motor Commands -- 1 Introduction -- 2 Contactless Control of Devices -- 3 Neuromorphic Classifiers of Imaginary Commands -- 4 Application of the Neuromorphic Classifier for Robot Control -- 5 Conclusion -- References -- A Software System for Training Motor Imagery in Virtual Reality -- 1 Introduction -- 2 Methods -- 2.1 General Pipeline -- 2.2 Virtual Reality Application
001453122 506__ $$aAccess limited to authorized users.
001453122 520__ $$aThis book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models, braincomputer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXIV International Conference on Neuroinformatics, held on October 1721, 2022, in Moscow, Russia.
001453122 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed November 1, 2022).
001453122 650_0 $$aNeural networks (Computer science)$$vCongresses.
001453122 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001453122 655_7 $$aConference papers and proceedings.$$2lcgft
001453122 655_0 $$aElectronic books.
001453122 7001_ $$aKryzhanovsky, Boris,$$eeditor.
001453122 7001_ $$aDunin-Barkowski, Witali,$$eeditor.
001453122 7001_ $$aRedko, Vladimir,$$eeditor.
001453122 7001_ $$aTiumentsev, Yury,$$eeditor.
001453122 77608 $$iPrint version: $$z3031190319$$z9783031190315$$w(OCoLC)1345514137
001453122 830_0 $$aStudies in computational intelligence ;$$vv. 1064.
001453122 852__ $$bebk
001453122 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-19032-2$$zOnline Access$$91397441.1
001453122 909CO $$ooai:library.usi.edu:1453122$$pGLOBAL_SET
001453122 980__ $$aBIB
001453122 980__ $$aEBOOK
001453122 982__ $$aEbook
001453122 983__ $$aOnline
001453122 994__ $$a92$$bISE