Biologically Inspired Cognitive Architectures (BICA) for Young Scientists : Proceedings of the First International Early Research Career Enhancement School (FIERCES 2016)

Front Matter....Pages i-x
The Cognitive Architecture Within the Natural-Constructive Approach....Pages 1-8
Models of Autonomous Cognitive Agents....Pages 9-15
Differentiation of Groundwater Tax Rates as an Element of Improving the Economic Mechanism in the State Groundwater Extraction Management....Pages 17-24
Users’ of Information Systems Protection Analysis from Malefactor’s Social Engineering Attacks Taking into Account Malefactor’s Competence Profile....Pages 25-30
Character Reasoning of the Social Network Users on the Basis of the Content Contained on Their Personal Pages....Pages 31-38
Bayesian Optimization of Spiking Neural Network Parameters to Solving the Time Series Classification Task....Pages 39-45
Simulation of Learning in Neuronal Culture....Pages 47-52
Biologically Plausible Saliency Detection Model....Pages 53-59
Active Adaptation of Expert-Based Suggestions in Ladieswear Recommender System LookBooksClub via Reinforcement Learning....Pages 61-69
Visual Analytics Support for Carbon Nanotube Design Automation....Pages 71-78
A Model of Neurodynamics of Hippocampal Formation Neurons Performing Spatial Processing Based on Even Cyclic Inhibitory Networks....Pages 79-84
Feature Selection for Time-Series Prediction in Case of Undetermined Estimation....Pages 85-97
A New Approach for Semantic Cognitive Maps Creation and Evaluation Based on Affix Relations....Pages 99-105
On Alternative Instruments for the fMRI Data Analysis: General Linear Model Versus Algebraic Topology Approach....Pages 107-113
Application of Hopfield Neural Network to the N-Queens Problem....Pages 115-120
Simulation of a Fear-like State on a Model of Dopamine System of Rat Brain....Pages 121-126
Spatial and Temporal Parameters of Eye Movements During Viewing of Affective Images....Pages 127-133
MEG Data Analysis Using the Empirical Mode Decomposition Method....Pages 135-140
Evolutional Approach to Image Processing on the Example of Microsections....Pages 141-150
“Cognovisor” for the Human Brain: Towards Mapping of Thought Processes by a Combination of fMRI and Eye-Tracking....Pages 151-157
Dynamic Intelligent Systems Integration and Evolution of Intelligent Control Systems Architectures....Pages 159-167
Automated Planning: Usage for Integrated Expert Systems Construction....Pages 169-177
Features of Temporal Knowledge Acquisition and Representation in Dynamic Integrated Expert Systems....Pages 179-189
Collaboration of All-Purpose Static Solver, Temporal Reasoning and Simulation Modeling Tools in Dynamic Integrated Expert Systems....Pages 191-196
Some Aspects of Intellectual Tutoring Based on the Integrated Tutoring Expert Systems Usage....Pages 197-204
To the Question of Learnability of a Spiking Neuron with Spike-Timing-Dependent Plasticity in Case of Complex Input Signals....Pages 205-211
Causal Interactions Within the Default Mode Network as Revealed by Low-Frequency Brain Fluctuations and Information Transfer Entropy....Pages 213-218
Hierarchical Temporal Memory Implementation with Explicit States Extraction....Pages 219-225
Swarm MeLiF: Feature Selection with Filter Combination Found via Swarm Intelligence....Pages 227-234
Agent-Based Model of Interactions in the Community of Investors and Producers....Pages 235-240
Patterns of Spiking Activity of Neuronal Networks in Vitro as Memory Traces....Pages 241-247
Ontology-Based Competency Management: Infrastructures for the Knowledge Intensive Learning Organization....Pages 249-256
The Approach to Modeling of Synchronized Bursting in Neuronal Culture Using a Mathematical Model of a Neuron with Autoregulation Mechanism....Pages 257-263
Dynamic Clustering of Connections Between fMRI Resting State Networks: A Comparison of Two Methods of Data Analysis....Pages 265-271
Neural Network Solution of an Inverse Problem in Raman Spectroscopy of Multi-component Solutions of Inorganic Salts....Pages 273-279
Prediction of Relativistic Electrons Flux in the Outer Radiation Belt of the Earth Using Adaptive Methods....Pages 281-287
Comparative Analysis of Residual Minimization and Artificial Neural Networks as Methods of Solving Inverse Problems: Test on Model Data....Pages 289-295
A Biologically Inspired Architecture for Visual Self-location....Pages 297-303
Back Matter....Pages 305-306