Biologically Inspired Cognitive Architectures 2023: Proceedings of the 14th Annual Meeting of the BICA Society (Studies in Computational Intelligence, 1130)

Preface
Organization
Program Committee
Contents
Invited Abstracts
Abstracts of Invited Talks Given at BICA*AI 2023
	1 BICA for Consciousness
	2 Deep Learning AI Versus Symbolic Knowledge-Based AI: We\'re Going to Need Both
	3 New Analysis and Modeling Directions for Adaptive Multimodal Social Interaction
	4 MRIntegrating Cognitive Architectures and Generative Models
	5 Avoiding the Behavioristic Trap with the Minimal Cognitive Grid
	6 Information Technologies and Ethics, Supporting Embodied Agents and Human–Computer Interactions
	7 Artificial Social Intelligence, Artificial Independent Intelligence and the Future of AI
	8 BICA Society Panel
	9 Relevance of Cognitive Architectures to Neural-Symbolic Models and Dual-Process Theories
	10 Self-Aware Robots and Conscience
	11 Concluding Remarks
	References
Selected Presentation Abstracts from BICA*AI 2023
	1 Assessment of Speech Intelligibility in Preschoolers
	2 Neural Correlates of Single-Shot Word Learning in Young Children: An ERP Study
	3 Model of Personal Consciousness Based on the Principles of Social Proof and Free Energy
	4 Toward a Human-Level Artificial Social-Emotional Intelligence
	References
Selected Papers
Dot Density Effects on Stereoscopic Transparency: A Cross-Correlation Model Analysis
	1 Introduction
	2 Methods
		2.1 Stimuli
		2.2 Procedure
	3 Results
	4 Discussion
	References
An Examination of Visual Influences on Sense of Ownership and Agency
	1 Introduction
	2 General Methods
		2.1 Apparatus
		2.2 Stimuli
		2.3 Procedure
		2.4 Subjects
	3 Results and Discussions
	4 General Discussions
	References
Super-Performance: Sampling, Planning, and Ecological Information
	1 Introduction
		1.1 What is Supersampling?
		1.2 What Are Superplanners?
	2 Interpretation
		2.1 Planning/Sampling Tradeoff
		2.2 Relativistic Performance
		2.3 Information Aliasing
		2.4 Active Sensing and Information Moments
		2.5 Co-evolutionary Superperformance
	3 Interpretation
		3.1 Superperformance and Gibsonian Information
		3.2 Applications to Human Performance
	References
ADHD-Related Features of Eye Fixations While Simulated Driving with and Without Working Memory Load: A Pilot Study
	1 Introduction
	2 Materials and Methods
		2.1 Study Sample
		2.2 Methods
		2.3 Experimental Design
		2.4 Data Analysis
	3 Results
		3.1 Comparison of Fixation Metrics and Working Memory Performance in the Groups with and Without ADHD Symptoms
		3.2 Comparison of Fixation Metrics and Working Memory Performance in the Groups with Different ADHD Types and Normative Group
		3.3 Correlation Analysis of Fixation Metrics, Working Memory Performance, and ADHD Scores Within ‘ADHD Group’
		3.4 Comparison of Fixation Types Count in the Groups with and Without ADHD Symptoms
		3.5 Comparison of Fixation Types Count in the Groups with Different ADHD Types and Normative Group
	4 Discussion
	5 Conclusions
	References
A Biologically Inspired Approach to Protecting and Verifying the Authenticity of Important Documents
	1 Introduction
	2 The Essence of the Biologically Inspired Approach
	3 Methodology for Determining the Effectiveness of the Approach
	4 Discussion of the Results
	5 Conclusion
	References
Comparison of Biologically Inspired and Modeling Approaches for Predicting Possible Condition Change in Critical Occupational Workers
	1 Introduction
	2 Methodology for Assessing the Condition of an Employee
	3 Accounting for the Employee\'s Physical Activity
	4 Digital Behavioral Model of an Employee
	5 Using a Biologically Inspired Approach
	6 Conclusion
	References
Integrated Discounted Future Prediction as Auxiliary Task for A3C
	1 Introduction
	2 Method
		2.1 Preliminaries
		2.2 Baseline
	3 Experiments
		3.1 Environment
		3.2 Experiment Settings
		3.3 Experimental Results
	4 Conclusion
	References
Automated Bias and Indoctrination at Scale… Is All You Need
	1 Introduction
	2 Foundations of Sand
	3 Immediate Challenges and Opportunities
	4 The Risks of Buzzwords and Lip-Service to Challenges
	5 The Human Control Problem: Corporations
	6 Monopolies of the Mind
	7 Long-Term Challenges
	8 Meaningfully Augmenting Intelligence
	9 Discussion
	10 Conclusion
	References
The COPPER Babysitter Robot, a Childcare Monitoring System from the First year of Age
	1 Introduction
	2 Methodology
		2.1 Study of Potential Market for the Product
		2.2 Specification Plan
		2.3 System Architecture
		2.4 Specialized Design Area
		2.5 Unification of Systems
	3 Results
		3.1 Mechanical Design
		3.2 Electric Design
		3.3 Image Recognition
		3.4 Control Design
	4 Conclusion
	References
Semantic Social Web Applications: Wiki Web
	1 Introduction
		1.1 Web Application Development Trends
		1.2 Possible Future of Web Applications
	2 Semantic Wiki
		2.1 MediaWiki
		2.2 Semantic MediaWiki
	3 Semantic Social Software
		3.1 Proposed System
		3.2 Search Robot
		3.3 Template Engine
		3.4 Conclusion
	References
Development of a Network Traffic Anomaly Detection System Based on Neural Networks
	1 Introduction
	2 Formulation of the Problem
	3 The Solution of the Problem
		3.1 IP Address Sweep
		3.2 Smurf
		3.3 Neptune
		3.4 Satan
	4 Conclusions
	References
Architecture of an Expert System to Support Diagnostic Decisions for Hereditary Diseases
	1 Introduction
	2 Knowledge Extraction and Presentation
	3 The GenDiES System
		3.1 Data Input Interface
		3.2 Workspace
		3.3 Knowledge Base and Logical Output
		3.4 Explanation Unit
	4 Functioning of the System
	5 Conclusion
	References
System Analysis of Educational Digital Ecosystems in the Agro-Industrial Complex of Russia
	1 Introduction
	2 Systems Analysis of Ecosystems
		2.1 The Dominance of the Eco Concept in ES Research
		2.2 Dominance of the Concept of “System” in ES Studies
	3 Educational Digital ES in Agriculture of Russia
		3.1 Constants and Parameters of Model
		3.2 Model Variables
		3.3 Model Equations
		3.4 Optimization Criteria
		3.5 Model Inputs
	4 Conclusions
	References
System Analysis of Subject Identification of Digital Twin in Agriculture
	1 Introduction
	2 Genesis of Digital Twins and Problems of Their Development
	3 A Single Digital Framework for Agricultural Management as a Prototype of Digital Twins of Farms
	4 Conclusions
	References
Topological Analysis of Protein Surfaces and Its Role in the Development of New Medicines
	1 Introduction
	2 Mathematical Research
	3 Prototype of the Biological Information System for Scientific Research
	4 Conclusion
	References
Development of a Multi-agent Architecture for an Object Shape Recognition System Based on Data from a Depth Sensor
	1 Introduction
	2 Program Architecture for Object Recognition Based on Data from a Depth Sensor
	3 Depth Sensor Software Processing
	4 Multi-agent Depth Sensor Data Processing Algorithms
	5 Conclusion
	References
A Statistical WavLM Embedding Features with Auto-Encoder for Speech Emotion Recognition
	1 Introduction
	2 SER Literature
	3 SER Materials & Methods
		3.1 Speech Emotion Dataset
		3.2 Feature Extraction
		3.3 Proposed Recognition Model
	4 SER Experiments & Findings
	5 Conclusion
	References
Axonal Myelination as a Mechanism for Unsupervised Learning in Spiking Neural Networks
	1 Introduction
	2 Related Research
	3 The Model of Myelin Plasticity
	4 Myelin Plasticity as an Unsupervised Learning Mechanism
		4.1 Network Architecture and Learning Process
		4.2 Experiments
	5 Conclusion
	References
Feature Synthesis for Few-Shot Object Detection
	1 Introduction
	2 Method
		2.1 Problem Definition and Framework Overview
		2.2 Feature Synthesis
		2.3 Synthetic Feature Assessment
	3 Experiment
		3.1 Comparison with SOTA
		3.2 Ablation Experiment
	4 Conclusion
	References
Simulation of Fabric Wetting Based on Particle Sampling
	1 Introduction
	2 Related Work
	3 Improved Fabric Porous Model Based on Spring Particle
		3.1 Fabric Particle Sampling
		3.2 Particle Based Porous Wetting Model for Fabrics
	4 Fabric Wetting Simulation
	5 Experimental Result
	6 Conclusion
	References
A Parallel Ice Melting Simulation Based on Particle
	1 Introduction
	2 Related Work
		2.1 Calculation Method of SPH
		2.2 Heat Transfer Method
	3 Melting Simulation
		3.1 Overview
		3.2 Surface Particle Identification
		3.3 Calculation of Particle Heat Transfer and Motion
	4 Experimental Results and Analysis
	5 Conclusion
	References
Developing a Voice Control System for a Wheeled Robot
	1 Introduction
	2 Robot Voice Control System
	3 Brief Survey of Robot Voice Interfaces
	4 Voice Interface Architecture
		4.1 Speech Recognition
		4.2 Natural Language Understanding
		4.3 Dialogue Policy
		4.4 Command Interpretation
		4.5 Response Generation
	5 Testing the Voice Control System in Simulation Environment
	6 Conclusion
	References
«Personality» Profile of Generative Neural Network ChatGPT
	1 Introduction
	2 Material and Methods
	3 Results
		3.1 Linguistic Analysis of a Conversation with ChatGPT Using the 5PFQ
		3.2 ChatGPT’s “Personality” Analysis Based on Survey Data of the 5PFQ
	4 Discussion
	5 Conclusions
	References
A Two-Stream Self-attention Multi-digraph Model for Chinese NER
	1 Introduction
	2 Methodology
		2.1 Constructing the Architecture of Our DW-TSM
		2.2 Embedding Layer
	3 Experiments and Analysis
		3.1 Datasets
		3.2 Analysis of Experimental Results
	4 Conclusion
	References
How Language Could Have Evolved
	1 Introduction
	2 The Interface
	3 Short Term Memory, (STM) Sequences and Recall
	4 Protolanguage, Mammalian Single Symbol Exchange
	5 Movement, Boys Eat What? What Boys Eat?
	6 Adverb Periodicity, Here I Now Eat Daily
	7 Compare Function at the Merge
	8 Conjunctions, Illicit Conjunctions, Movement of Conjunctions
	9 Long Term Memory, Sleep, Prediction
	10 Verbs and Prepositions
	11 Past and Future, Progressive and Perfected, Singular and Plural
		11.1 Past and Future, Past Irregular Verbs
		11.2 Progressive and Perfected
		11.3 Singular/Plural, my, the, a
	12 Executive Function in main(), input-predict-[respond], ponder-[respond], sleep
	13 Discussion, Similar Work
	References
Critical Slowing Down in Heart Rate Variability for Human Condition Control: An Example of Sleep Onset Detection
	1 Introduction
	2 Materials and Methods
		2.1 Dataset Description
		2.2 Study Design
		2.3 Data Analysis
	3 Results and Discussion
	4 Conclusions
	References
BICA’s Fears and Troubles: GPT-Based AI Tools Are Its Friends or Foes?
	1 Introduction
	2 What Is Intelligence?
	3 And Now: What the Hell Is Information?
	4 GPT-Based AI Tools in the Light of Information Processing
	5 Some Concluding Remarks
	References
Gossipping Until You Get Tired of It: A Network Model of the Adaptive Exchange of Rumors in a Small Scale Social Environment
	1 Introduction
	2 Background
		2.1 The Structure of a Rumor
		2.2 The Effect of Rumors
	3 Methodology
	4 The Second-Order Adaptive Network Model
	5 The Simulation
	6 Simulation Scenarios
		6.1 Scenario 1
		6.2 Scenario 2
		6.3 Scenario 3
		6.4 Scenario 4
	7 Discussion
		7.1 Contributions to Current Research
		7.2 Call for Future Research
	Appendix
	References
A Socially Acceptable Conversational Agent Based on Cognitive Modeling and Machine Learning
	1 Introduction
	2 Principles of the eBICA Cognitive Architecture
	3 Experimental Paradigm
	4 Implementation of the System
		4.1 Virtual Receptionist
		4.2 Virtual Psychologist
	5 Experiment: Materials and Methods
		5.1 Virtual Receptionist
		5.2 Virtual Psychologist
	6 Results and Analysis
		6.1 Virtual Receptionist
		6.2 Virtual Psychologist
	7 Conclusions
	References
Emotion from P Bit: Computing Emotions Using the Platonic Computer
	1 Introduction
	2 Metacomputics Model and Platonic Computation
	3 Simulating Platonic Computer Using Physical Computer
	4 Application of Emojis in Expressing Emotions
	5 Emotion from P Bit (Platonic Bit)
	6 Implementing and Evaluating Digitally Defined Emotions
	7 Summary
	References
Learning Hidden Markov Model of Stochastic Environment with Bio-inspired Probabilistic Temporal Memory
	1 Introduction
	2 Background
	3 Methods
	4 Experiments
		4.1 Markov Chain Grammar
		4.2 Pinball
	5 Conclusion and Discussion
	References
The Research on Key Technologies for Intelligent Education Based on LLM
	1 Introduction
		1.1 Background
		1.2 Purpose
		1.3 Research Work
	2 Key Technology
		2.1 LLM Language Model
		2.2 Metahuman
		2.3 AzSpeech
		2.4 OBS
	3 Demand Analysis
		3.1 Hardware Requirements Analysis
		3.2 Functional Requirements Analysis
	4 Overall Design
		4.1 Metahuman Production Design
		4.2 Metahuman Action Design
		4.3 Metahuman Connect to LLM
		4.4 AZspeech Achieves Speech-to-Text Conversion
		4.5 Metahuman Integration with OBS
	5 Case Study of Software Engineering Teaching
		5.1 The Applications of LLM in Software Engineering
		5.2 The Advantages and Limitations of LLM in Software Engineering
		5.3 The Future of Applying LLM in Software Engineering
		5.4 The Future of Applying LLM in Software Engineering Teaching
		5.5 LLM Applies Software Engineering Examples
	6 Conclusion
	References
Mapping Action Units to Valence and Arousal Space Using Machine Learning
	1 Introduction
	2 Data
		2.1 Description of Initial Data
		2.2 Delay Embedding
	3 Models
	4 Results
	5 Conclusions
	References
Principles of Creating Hybrid Intelligent Information Systems Based on the Granular-Metagraph Approach
	1 Introduction
	2 Preliminary Information About the Models Used
		2.1 The Main Provisions of Information Granulation
		2.2 The Brief Information About the Metagraph Model
		2.3 The Main Provisions of the Basic HIIS Model
	3 Environment Model Definition
	4 Multi-environmental HIIS
	5 The Granular-Metagraph Architecture Based on MHIIS
		5.1 Architecture Development
		5.2 Granularity of the Proposed Architecture
	6 Conclusions
	References
Ontograph Cognitive Information Retrieval: Some Experimental Evaluations
	1 Introduction
	2 Description of the Experiment
	3 Results of the Experiment
	4 Conclusion
	References
Emotion-Integrated Cognitive Architectures: A Bio-Inspired Approach to Developing Emotionally Intelligent AI Agents
	1 Introduction
	2 Research Background
	3 The Emotion-Integrated Cognitive Architecture
		3.1 Merging Cognition and Emotion
		3.2 Modular Structure of EICA
	4 Case Studies
		4.1 Existing Implementations
		4.2 Comparison with BICA Models
	5 Further Directions
		5.1 Potential Applications and Impact
		5.2 Challenges and Limitations
	6 Conclusion
	References
Experimental Phonetic Research Interlingual Interference and Accent in the Russian Speech of Native Speakers of the Kabardino-Circassian Language
	1 Introduction
	2 Brief Review of Literature
	3 Phonetic Features of Russian Speech Used by Native Speakers of the Kabardino-Circassian Language
	4 Conclusion
	References
A Bearing Fault Diagnosis Method Based on VMD-HPE
	1 Introduction
	2 Basic Theory
		2.1 Variational Modal Decomposition
		2.2 Hierarchical Permutation Entropy
	3 Rolling Bearing Fault Diagnosis Model
	4 Experimental Validation
	5 Conclusions
	References
Neural Network Solution of an Inverse Problem with Integration of Geophysical Methods on Recovered Data: Training with Noise Addition
	1 Introduction
	2 Physical Statement of the Problem
		2.1 Parametrization Scheme
		2.2 Data
	3 Methodical Statement of the Problem
	4 Results
		4.1 Geophysical Field Components Recovery
		4.2 Inverse Problem Solution
	5 Conclusion
	References
Mathematical Model, Experimental Verification and Control of Actuators Based on Metal – Hydrogen System
	1 Introduction
	2 Structural Schemes of Actuators
	3 Mathematical Model
	4 Experimental Data and Calculation Results
	5 Conclusion
	References
Associative Memory with Biologically-Inspired Cell Assemblies
	1 Introduction
	2 Cell Assembly Models of Semantic Retrieval
	3 Finding Good Topologies for Cell Assemblies
	4 An Associative Memory Model with Cell Assemblies
	5 Discussion and Conclusion
	References
Combined Contrast Enhancement Algorithm for High Dynamic Range Images
	1 Introduction
	2 Formalization
	3 Histogram Equalization
	4 Contrast Limited Adaptive Histogram Equalization
	5 Sobel Operator
	6 Soft Clip Highlight Areas
	7 Combined Algorithm
	8 Conclusion
	References
A Hybrid PSO-Jaya Algorithm for Optimization Problems
	1 Introductıon
	2 Hybrid Algorithm PSO-Jaya
		2.1 Algorithm PSO
		2.2 Algorithm Jaya
		2.3 Hybrid Algorithm PSO-Jaya
	3 Test Function Optimization
	4 Neural Network Training
		4.1 ANN Training Results
	5 Conclusion
	References
Registrar: A Social Conversational Agent Based on Cognitive and Statistical Models for a Limited Paradigm
	1 Introduction
	2 Materials and Methods
		2.1 System Design
		2.2 Datasets
		2.3 Network Training
	3 Experimental Procedure, Results and Analysis
	4 Concluding Remarks
	References
Dynamic Model of Semantic Information Signal Processing
	1 Introduction
	2 Methods
	3 Analysis
	4 Discussion
	References
Identification of Ambient and Focal Information Processing Phases Using Eye Movement Response Registration
	1 Introduction
	2 Experiment Description
	3 Fixation Processing Methods
		3.1 Fixation Segmentation by Areas of Interest
		3.2 Fixation Segmentation by Speed
		3.3 Fixation Segmentation by Duration
	4 Fixation Classification
	5 Conclusions
	References
The Analysis of the DMN Network of the Brain Using the Method of Segmentation of Functionally Homogeneous Regions
	1 Introduction
	2 Materials and Methods
		2.1 Data Acquisition and Preprocessing
		2.2 Methods
	3 Result
	4 Conclusion
	References
New Feature for Schizophrenia Classification Based on Functionally Homogeneous Brain Regions
	1 Introduction
	2 Materials and Methods
		2.1 Data Acquisition and Preprocessing
		2.2 Methods
	3 Result
	4 Conclusion
	References
Preliminary Study of Cerebral Myelin Content Alterations at Schizophrenia
	1 Introduction
	2 Materials and Methods
		2.1 Study Sample
	3 Results
	4 Discussion
	References
Robotic Customer Service System ALKETON
	1 Introduction
	2 Business Model of the Customer Banking Process
	3 Architecture of the Robotic System
		3.1 General Architecture
		3.2 Robot Microservice Architecture
		3.3 Hardware of the EVA Robotic System
	4 Approbation of the Developed Robotic System
	5 Conclusion
	References
Exploring the Efficiency of Neural Networks for Solving Dynamic Process Problems: The Fisher Equation Investigation
	1 Introduction
	2 Method Description
	3 Example (Fisher\'s Equation)
	References
Improving the Methodology for Integrated Testing of Journal Entries by Benford’s Law
	1 Introduction
	2 Analytical Part
		2.1 Materials and Methods
		2.2 Problems
		2.3 Results
	3 Conclusion
	References
A Bayesian Network-Based Model for Fraud Risk Assessment
	1 Introduction
	2 Analytical Part
		2.1 Fraud Risk Factors
		2.2 Developing a Model for Fraud Risk Assessment
		2.3 Performance Evaluation of the Model for Fraud Risk Assessment
	3 Conclusion
	References
The Influence of Articulatory Interference on Inner Pronouncing of Words
	1 Introduction
		1.1 State of the Art
		1.2 Objectives
	2 Methods
		2.1 Data Processing
		2.2 Procedure
		2.3 Participants and Stimuli
		2.4 Method
	3 Results
	4 Conclusion
	References
Method of Logical Interpretation of Neural Network Solutions
	1 Introduction
	2 Formulation of the Problem
	3 Materials and Methods
	4 Results
	5 Conclusions
	References
Implementation of Embodied Cognition in Multi-agent Neurocognitive Architecture
	1 Introduction
	2 Multi-agent Neurocognitive System in the Task of Simulation Modelling of Natural Language Semantics
	3 Program Realization
	4 Conclusions
	References
Natural and Artificial Intelligence: An Activity-Based Approach
	1 Introduction
	2 Intelligence in the Context of Activity
	3 Knowledge
	4 Intelligence
	5 About the Ratio of Artificial and Natural Intelligence
	6 Conclusion
	References
Models of Generation of Statements of Various Genre Types According to Data of Early Speech Ontogenesis: Imperative Versus Informative Genres
	1 Introduction
	2 Material and Methods
	3 Results and Discussion
	4 Conclusions
	References
Polymorphisms of IL10 Immunoregulatory Gene Impact the Morphometric Changes of the Brain in Schizophrenia
	1 Introduction
	2 Materials and Methods
	3 Results
		3.1 Frequencies of Rs1800896 and Rs1800872 Single Nucleotide Polymorphisms in Schizophrenia Patients and Healthy Volunteers
		3.2 Changes in Brain Morphometric Parameters in Patients with Schizophrenia Are Associated with the Carriage of Single Nucleotide Polymorphisms of IL10 Gene
	4 Discussion
	5 Conclusion
	References
Enhancing Event Selection with ChatGPT-Powered Chatbot Assistant: An Innovative Approach to Input Data Preparation
	1 Introduction
	2 Literature Review
	3 Development of the Chatbot Assistant
		3.1 Architecture of the Chatbot Assistant
		3.2 Preparation of Input Data
	4 Results and Discussion
	5 Conclusion
	References
Functional Connectivity of Brain Regions Resulting from Learning Unfamiliar Words: Word Frequency Effect
	1 Introduction
	2 Methods
	3 Results
	4 Discussion and Conclusions
	References
DIPy-AI: Brain-Cognition-Inspired DIKW Pyramid-Based Agile AI Architecture for Industrial Sensor Data Assimilation
	1 Introduction
	2 State of the Art (SOTA)
	3 The Proposed Architecture
	4 Conclusion and Future Work
	References
Assessment and Correlation of Morphometric and Tractographic Measures of Patients Diagnosed with Schizophrenia
	1 Introduction
	2 Methods and Materials
	3 Results
	4 Discussion
	5 Conclusion
	References
Deep Learning Evolution: Using Genetic Algorithm to Modify Training Datasets
	1 Introduction
	2 General Statement of the Problem and the Approach
	3 Specific Statement of the Problem and Its Formalization
	4 Results of Numerical Experiments and Their Analysis
	5 Conclusions
	References
Strategies for Business Cybersecurity Using AI Technologies
	1 Introduction
	2 Theoretical Analysis
	3 Results
		3.1 A New Approach to Business Cybersecurity Management
		3.2 Strategies for Building Effective Cybersecurity
		3.3 Pros and Cons of Establishing Effective Security Policy Methods
		3.4 Preparing for the Era of Security Based on Artificial Intelligence
		3.5 AI and the Future in Cybersecurity: What Will It Be Like?
	4 Conclusion
	References
Integration of Artificial Intelligence into Business Management Strategy
	1 Introduction
	2 Methods of Integrating AI Into the Strategy of Increasing the Efficiency of Business Management
	3 Theoretical Analysis
		3.1 Definition
		3.2 AI and Organizations: Current Practices and Challenges
	4 Results
		4.1 Strategy for the Introduction of Artificial Intelligence as a Driving Force for the Growth of Business Management Efficiency
		4.2 Assimilation of AI Into Strategic Business Management
		4.3 AI As the Most Important Technology Transforming Business Management Strategies
		4.4 Artificial Intelligence as a Tool for the Growth of Competitive Advantage
	5 Conclusion
	References
The Applicability of Artificial Intelligence in the Modern Global Development of Countries and Companies
	1 Introduction
	2 Materials: Applicability of Artificial Intelligence AI Productivity Growth
	3 Results
		3.1 The Impact of AI Application on the Country’s Economy
		3.2 The Use of AI and the Growth of Efficiency of Companies
	4 Conclusion
	References
Temporal Stability of Resting State fMRI Data Analysis by Independent Components Method
	1 Introduction
	2 Materials and Methods
	3 Results
	4 Discussion
	References
Analysis of Resting-State fMRI Data by CAPA Method
	1 Introduction
	2 Materials and Methods
	3 Results
	4 Conclusion
	References
Application and Modeling of LLM in Quantitative Trading Using Deep Learning Strategies
	1 Introduction
		1.1 Research Background
		1.2 Research Purpose and Methods
	2 Research
		2.1 Application of LLM in Stock Prediction
		2.2 Model Training Using LSTM, Comparing Different Data Sets
		2.3 Backtest with Double Moving Average Strategy
	3 Random Cases of Stock Market
	4 Conclusion
	References
A Study of Conversational Intentionalities Expressed in Natural Language Using ChatGPT
	1 Introduction
		1.1 A Subsection Sample
	2 Materials and Methods
	3 Results and Analysis
	4 Concluding Remarks
	References
Symbiotic Artificial and Human Cognitive Architectures Managing Human Attention
	1 Introduction
	2 Symbiotic Management of Human Visual Attention
		2.1 Motivation, Applications, and Challenges
	3 A New Symbiotic Unconscious Human-Computer Interaction Loop
	4 Perception-Centric AI-in-the-loop to Achieve a Symbiotic Perception and Action Cycle
	5 Conclusions
	References
The Impact of Internet Media on the Cognitive Attitudes of Individuals on the Example of RT and BBC
	1 Introduction
	2 Method
		2.1 Procedure
		2.2 Event-Related Heart Rate Telemetry
	3 Results and Discussion
		3.1 Assessing the Information Impact on Cognitive Attitudes
		3.2 Assessing the Information Impact on the Level of Emotional Maladjustment
		3.3 Changes in Psychophysiological Characteristics as a Result of Information Impact, Taking into Account the Factor of the Presence/Absence of Higher Education
	4 Conclusion
	References
Simulation Model of the Neurocognitive System Controlling an Intellectual Agent Displaying Exploratory Behavior in the Real World
	1 Introduction
	2 Material and Methods
	3 Theory and Calculation
	4 Conclusions
	References
The Embodied Intelligent Elephant in the Room
	1 Introduction
	2 Phenomena
	3 Symbols
	4 Embodied Animals (Including Humans), Disembodied AI
	5 Embodied AI
	6 Conclusions
	References
Approaches to Modeling Autonomous Agents with Scientific Abilities
	1 Introduction
	2 The Role of Guesses in Solving Mathematical Tasks
	3 An Agent-Lyceum Student at the Plato Academy
	4 The Role of the Axiomatic Approach, the Role of Euclid’s “Elements”
	5 Can a Computer Autonomous Agent Develop an Axiomatic Theory?
	6 Insights, the Interaction of System 1 and System 2
	7 Conclusion
	References
Are Associations All You Need to Solve the Dimension Change Card Sort and N-bit Parity Task
	1 Introduction
	2 Model
	3 Methodology
	4 Learning the DCCS and N-bit
		4.1 Results
	5 Discussion
	References
Image and Audio Data Classification Using Bagging Ensembles of Spiking Neural Networks with Memristive Plasticity
	1 Introduction
	2 Materials and Methods
		2.1 Memristor Plasticity Models
		2.2 Network Model
	3 Datasets
	4 Experiments
	5 Results and Discussion
	6 Conclusion
	References
An Episode Tracker for Cognitive Architectures
	1 Introduction
	2 State-Based and Scene-Based Episodes
	3 The Episode Tracker Module
		3.1 The Episode Tracker Module\'s Architecture
	4 Experiments
		4.1 Pheromone Algorithm for Event Detection
		4.2 Location Clusterization Algorithm for Event Detection
	5 Results
	6 Conclusion
	References
Application of Machine Learning to Construct Solitons of Generalized Nonlinear Schrödinger Equation
	1 Introduction
	2 Optical Soliton of Eq. (2)
	3 Solving a Differential Equation Using Neural Networks
	4 Neural Network
	5 Conserved Quantities
	6 Loss Function for Neural Network with Conserved Quantities
	7 Experiments
	8 Conclusion
	References
Spoken Digits Classification Using a Spiking Neural Network with Fixed Synaptic Weights
	1 Introduction
	2 Input Data
		2.1 Fisher\'s Iris Dataset
		2.2 Free Spoken Digits Dataset
	3 Methods
		3.1 Reservoir Layer Structure
		3.2 Classification Algorithm
		3.3 Neuron Model
	4 Experiments
	5 Results
	6 Conclusion
	References
A Brain-Inspired Cognitive Architecture (BICA) Approach to the Neurosymbolic Gap
	1 The Neurosymbolic Gap and Hybrid Solutions
	2 A Non-hybrid Solution to the Neurosymbolic Gap
	3 Operation of the Causal Cognitive Architecture 5 (CCA5)
		3.1 Cognitive Cycles
		3.2 Feedback
		3.3 Analogical Reasoning
		3.4 An Example of Analogical Reasoning in the CCA5
	4 Discussion
	References
FECG: A Flexible Holter for Ambulatory Heart Rate Monitoring
	1 Introduction
		1.1 Related Work
	2 Research Design and Methodology
		2.1 ECG Signal Analysis
		2.2 Electrode Selection
		2.3 Circuit Design
		2.4 Microchip Selection
		2.5 Wearability Research
	3 Experimental
		3.1 Prototyping
		3.2 Trial Operation
		3.3 Conclusion
	References
Features of Internal Pronunciation of Words by a Group of People with Rhotacism in Comparison with Normative Pronunciation
	1 Introduction
	2 Methods
		2.1 Participants and Stimuli
		2.2 Equipment
		2.3 Procedure
		2.4 Data Processing
	3 Results
	4 Conclusion
	References
One Robust Variant of the Principal Components Analysis
	1 Introduction
	2 Classical Formulation and the Method
	3 Robust Formulation and the Method
	4 Illustrative Examples
	5 Conclusion
	References
Using Electronic Nose in Forensic Odor Analysis
	1 Introduction
	2 Two-Step E-Nose Method
	3 Cascade Classifier Performance Evaluation
	4 Conclusion
	References
Hierarchical AGI from First Principles
	1 Introduction
	2 Hierarchical Intelligence
	3 Deep Control Architecture
	4 Discussion
	5 Related Work
	6 Conclusion
	References
The Future of International Climate Politics: An Agent-Based Approach
	1 Introduction
	2 Methodology and Data
	3 Results and Conclusion
	References
Memory Based Reinforcement Learning with Transformers for Long Horizon Timescales
	1 Introduction
	2 Methodology
		2.1 Proximal Policy Optimization
		2.2 Episodic Memory Transformer
		2.3 Attention-Based Policy Network
	3 Results and Discussions
		3.1 Maze Task
		3.2 Exploration Task
		3.3 The Long Horizon Search Task
		3.4 The Long Horizon Multistage Task
	4 Conclusion
	References
Investor Bot for Business Process
	1 Introduction
	2 Overview of Software Tools
	3 Business Process MVP
	4 Further Plans
	5 Conclusion
	References
Testing for Benford’s Law as a Response to the Risks of Material Misstatement Due to Fraud
	1 Introduction
	2 Analytical Part
		2.1 Methodology for Identifying Accounting Misstatements Using Benford’s Law
		2.2 Application of Benford’s Law Tests in the Audit
	3 Conclusion
	References
Greening Telecom: Harnessing the Power of Artificial Intelligence for Sustainable Communications
	1 Introduction
	2 AI Technologies in Telecommunications
		2.1 Mobile Networks
		2.2 Data Centers
		2.3 End-User Devices
		2.4 Challenges Associated with Integrating AI into Green Technologies
	3 Conclusions
	References
Neuropunk Revolution: Further Results
	1 Introduction
	2 SNNs with Real-Time Neurosimulations
	3 Implanted Infrastructure
	4 Bypass Problem
	5 Implemented Cases
		5.1 SNN Neural Interface to Compensate Spasticity
		5.2 Memristive Self-organising Device
	6 Conclusion
	References
Data Preparation for Advanced Data Analysis on Elastic Stack
	1 Introduction
	2 Methodology
		2.1 Case 1. Different Date Formats
		2.2 Case 2. Data Conversion. CSV to JSON
		2.3 Case 3. Geographic Coordinates
		2.4 Case 4. Enrichment with Custom Quantitative Fields
	3 Results and Discussion
	4 Conclusion
	References
Brain Neural Network Architectures in Sleep-Wake Cycle
	1 Introduction
	2 Materials and Methods
		2.1 Selection
		2.2 Materials and Methods
	3 Results and Discussion
	4 Conclusion
	5 Declaration of Interests
	References
Speech Recognition from MEG Data Using Covariance Filters
	1 Introduction
	2 Measurements
		2.1 Subjects
		2.2 Stimuli
		2.3 Experimental Procedure
		2.4 Registration
	3 Data Analysis
	4 Results
	5 Discussion
	References
Prediction of the Correct Firing Position with a Pistol Based on a MANFIS Model
	1 Introduction
	2 System Design
	3 Functional Scheme of the Firing Range Simulator
	4 Adaptive Neural-Fuzzy Inference System of Mamdani (MANFIS)
		4.1 Biomechanics of the Shooter
		4.2 Fuzzy Logic and Training
	5 Execution of the Practice
	6 Simulation Cases and Results
	7 Conclusions and Future Work
	References
Designing a Neural Network Cascade for Object Detection in Drawing and Graphical Documentation Processing
	1 Introduction
	2 Analysis of Preprocessing Methods of Drawing and Graphic Documentation
	3 Designing an Assembly of Preprocessing Methods and Models for Object Detection and Textual Information Recognition
	4 Conclusion
	References
Crowdsourcing-Based Approbation of Communicative Behaviour Elements on the F-2 Robot: Perception Peculiarities According to Respondents
	1 Introduction
	2 Overview
	3 F-2: The Platform for Implementing Affective Behaviour Elements and Personal Traits
		3.1 A Communicative Agent Inside a Robot
		3.2 Perception of Tactile Signals
	4 Results
		4.1 Evaluation of Communicative Strategies Implementation
		4.2 Assessing Perception of Reactions on Tactile Input
	5 Discussion
		5.1 Perception of Positive Reactions in Case of Low Variability of Reactions
		5.2 Righty or Lefty?
		5.3 Gender Perception
		5.4 Effect of Enlightenment of Mutual Understanding
	6 Conclusion
	References
A Wavelet-Based Method for Morphing Audio Recordings of Interjections from One Voice to Another
	1 Introduction
	2 Interjections in Communication
	3 Related Work: The Phoneme-Based Approach
	4 The Interjection Morphing Method
	5 Results
	6 Conclusion
	References
Extended and Distant Cortical Areas Coordinate Their Oscillations Approaching the Instant of Decision Making During Recognition of Words
	1 Introduction
	2 Measurements
	3 Results
	4 Discussion
	References
Laser Detection of Surface Quality of Electrical Contacts Based on Ensemble Learning
	1 Introduction
	2 Contact Defect
		2.1 A Subsection Sample
	3 Detection System
		3.1 Acquisition System
		3.2 Sorting System
	4 Integrated Model Training
	5 Conclusion
	References
When and Where Conceptual Maths Equals to Conceptual Modeling: Reasons for Using in Cognitive Modeling
	1 Introduction
	2 Related Works
	3 Elements of Conceptual Mathematics
	4 Conclusion and Future Research
	References
A Prediction Model for the Equivalent Parameters of an Acoustic Transducer Based on DPSD and LSTM Neural Network
	1 Introduction
	2 Research Methods
		2.1 Digital Phase-Sensitive Detection
		2.2 Construction of the Equivalent Model for Transducers
		2.3 Long Short-term Memory(LSTM)
		2.4 Gated Recurrent Unit (GRU)
	3 Simulation Experiment and Result Analysis
		3.1 Simulation Implementation Process of Predictive Model for Hydrophone Parameter Using Simulation
		3.2 MATLAB Simulation of Digital Synchronous Detection
		3.3 Analysis of Classification and Prediction Results for Equivalent Models of Transducers
		3.4 Analysis of the Prediction Results for Equivalent Parameters of Transducers
	4 Conclusion
	References
Unraveling the Elements of Effective Altruistic Appeals Through Machine Learning and Natural Language Processing
	1 Introduction
	2 Literature Review
	3 Proposed architecture and steps
		3.1 Data Exploration
		3.2 Text Preprocessing
		3.3 Feature Engineernig
		3.4 Modelling
		3.5 Parameter Optimization
		3.6 Feature Importance
	4 Results and Inference
		4.1 Model Results
		4.2 Model Inference
	5 Conclusion
	References
A Novel Feature Selection Method Based on Slime Mold Network Formation Behavior
	1 Introduction
		1.1 A Subsection Sample
	2 The SMFS Method
		2.1 Problem Definition
		2.2 Framework
		2.3 Initialization
		2.4 Flow Procedure
		2.5 Renew Procedure
	3 Experiments
		3.1 Dataset
		3.2 Comparing Methods
		3.3 Parameters Settings
		3.4 Results and Analysis
	4 Conclusion
	References
The Role of Social Stress in the Development of Mental Disorders
	1 General Introduction of Depression and Social Stress
	2 Animal Models of Social Stress-Induced Depression
		2.1 Social Defeat Model
		2.2 Housing Condition Model
		2.3 Social Isolation Induced Behavioral Changes
		2.4 Social Hierarchy Stress Model
	3 Behavior and Physical Changes After Social Defeat
	4 Long-Term Effect of Social Defeat Exposure
	5 Molecular or Cellular Changes Social Defeat Induced Depression
	6 The Mechanism for Initiating Fighting Between the Intruder and the Resident
	7 The Social Stress Test on Females
	8 Resilience
	9 Cellular and Molecular Mechanisms to Explain Susceptibility and Insusceptibility
	10 Social Defeat and Addition
	11 Discussion
	References
VLSI Floorplanning Algorithm Based on Reinforcement Learning with Obstacles
	1 Introduction
	2 Preliminaries
		2.1 Reinforcement Learning
		2.2 Description of Floorplanning Problem
	3 Our Method
	4 Experimental Results and Discussions
		4.1 Simulation Settings
		4.2 Benchmark Test
		4.3 Floorplan Visualization
	5 Conclusion
	References
Author Index