Advances in Neural Computation, Machine Learning, and Cognitive Research III

Table of Contents

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   Book Overview
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   Chapter 1 Deep Learning a Single Photo Voxel Model Prediction from Real and Synthetic Images
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   Chapter 2 Tensor Train Neural Networks in Retail Operations
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   Chapter 3 Semi-empirical Neural Network Based Modeling and Identification of Controlled Dynamical Systems
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   Chapter 4 Photovoltaic System Control Model on the Basis of a Modified Fuzzy Neural Net
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   Chapter 5 Impact of Assistive Control on Operator Behavior Under High Operational Load
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   Chapter 6 Hierarchical Actor-Critic with Hindsight for Mobile Robot with Continuous State Space
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   Chapter 7 The Hybrid Intelligent Information System for Music Classification
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   Chapter 8 The Hybrid Intelligent Information System for Poems Generation
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    Chapter 9 Is Information Density a Reliable Universal Predictor of Eye Movement Patterns in Silent Reading?
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    Chapter 10 Bistable Perception of Ambiguous Images – Analytical Model
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    Chapter 11 Video-Computer Technology of Real Time Vehicle Driver Fatigue Monitoring
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    Chapter 12 Consistency Across Functional Connectivity Methods and Graph Topological Properties in EEG Sensor Space
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    Chapter 13 Evolutionary Minimization of Spin Glass Energy
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    Chapter 14 Comparison of Two Models of a Transparent Competitive Economy
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    Chapter 15 Spectral Parameters of Heart Rate Variability as Indicators of the System Mismatch During Solving Moral Dilemmas
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    Chapter 16 The Role of Brain Stem Structures in the Vegetative Reactions Based on fMRI Analysis
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    Chapter 17 Ordering of Words by the Spoken Word Recognition Time
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    Chapter 18 A Novel Avoidance Test Setup: Device and Exemplary Tasks
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    Chapter 19 Direction Selectivity Model Based on Lagged and Nonlagged Neurons
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    Chapter 20 Wavelet and Recurrence Analysis of EEG Patterns of Subjects with Panic Attacks
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    Chapter 21 Two Delay-Coupled Neurons with a Relay Nonlinearity
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    Chapter 22 Brain Extracellular Matrix Impact on Neuronal Firing Reliability and Spike-Timing Jitter
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    Chapter 23 Contribution of the Dorsal and Ventral Visual Streams to the Control of Grasping
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    Chapter 24 The Simple Approach to Multi-label Image Classification Using Transfer Learning
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    Chapter 25 Application of Deep Neural Network for the Vision System of Mobile Service Robot
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    Chapter 26 Research on Convolutional Neural Network for Object Classification in Outdoor Video Surveillance System
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    Chapter 27 Post-training Quantization of Deep Neural Network Weights
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    Chapter 28 Deep-Learning Approach for McIntosh-Based Classification Of Solar Active Regions Using HMI and MDI Images
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    Chapter 29 Deep Learning for ECG Segmentation
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    Chapter 30 Competitive Maximization of Neuronal Activity in Convolutional Recurrent Spiking Neural Networks
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    Chapter 31 A Method of Choosing a Pre-trained Convolutional Neural Network for Transfer Learning in Image Classification Problems
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    Chapter 32 The Usage of Grayscale or Color Images for Facial Expression Recognition with Deep Neural Networks
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    Chapter 33 Use of Wavelet Neural Networks to Solve Inverse Problems in Spectroscopy of Multi-component Solutions
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    Chapter 34 Automated Determination of Forest-Vegetation Characteristics with the Use of a Neural Network of Deep Learning
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    Chapter 35 Depth Mapping Method Based on Stereo Pairs
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    Chapter 36 Semantic Segmentation of Images Obtained by Remote Sensing of the Earth
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    Chapter 37 Diagnostics of Water-Ethanol Solutions by Raman Spectra with Artificial Neural Networks: Methods to Improve Resilience of the Solution to Distortions of Spectra
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    Chapter 38 Metaphorical Modeling of Resistor Elements
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    Chapter 39 Semi-empirical Neural Network Models of Hypersonic Vehicle 3D-Motion Represented by Index 2 DAE
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    Chapter 40 Style Transfer with Adaptation to the Central Objects of the Scene
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    Chapter 41 The Construction of the Approximate Solution of the Chemical Reactor Problem Using the Feedforward Multilayer Neural Network
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    Chapter 42 Linear Prediction Algorithms for Lossless Audio Data Compression
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    Chapter 43 Approach to Forecasting Behaviour of Dynamic System Beyond Borders of Education
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    Chapter 44 Towards Automatic Manipulation of Arbitrary Structures in Connectivist Paradigm with Tensor Product Variable Binding
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    Chapter 45 Astrocytes Organize Associative Memory
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    Chapter 46 Team of Neural Networks to Detect the Type of Ignition
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    Chapter 47 Chaotic Spiking Neural Network Connectivity Configuration Leading to Memory Mechanism Formation
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    Chapter 48 The Large-Scale Symmetry Learning Applying Pavlov Principle
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    Chapter 49 Bimodal Coalitions and Neural Networks
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    Chapter 50 Building Neural Network Synapses Based on Binary Memristors