Intro
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

4 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

3 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

2 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

Alpha 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