Biologically Inspired Cognitive Architectures 2018: Proceedings of the Ninth Annual Meeting of the BICA Society

Description

The book focuses on original approaches intended to support the development of biologically inspired cognitive architectures. It bridges together different disciplines, from classical artificial intelligence to linguistics, from neuro- and social sciences to design and creativity, among others. The chapters, based on contributions presented at the Ninth Annual Meeting of the BICA Society, held in on August 23-24, 2018, in Prague, Czech Republic, discuss emerging methods, theories and ideas towards the realization of general-purpose humanlike artificial intelligence or fostering a better understanding of the ways the human mind works. All in all, the book provides engineers, mathematicians, psychologists, computer scientists and other experts with a timely snapshot of recent research and a source of inspiration for future developments in the broadly intended areas of artificial intelligence and biological inspiration. Front Matter ....Pages i-xv Multi-level Modeling of Structural Elements of Natural Language Texts and Its Applications (Anton Anikin, Oleg Sychev, Vladislav Gurtovoy)....Pages 1-8 NarRob: A Humanoid Social Storyteller with Emotional Expression Capabilities (Agnese Augello, Ignazio Infantino, Umberto Maniscalco, Giovanni Pilato, Filippo Vella)....Pages 9-15 The Cortical Conductor Theory: Towards Addressing Consciousness in AI Models (Joscha Bach)....Pages 16-26 Meta-Engineering: A Methodology to Achieve Autopoiesis in Intelligent Systems (Wolfgang Bartelt, Tirtha Ranjeet, Asit Saha)....Pages 27-36 BICA à rebours (Piotr Bołtuć)....Pages 37-43 The Research of Distracting Factors Influence on Quality of Brain-Computer Interface Usage (Anastasiia D. Cherepanova, Aliona I. Petrova, Timofei I. Voznenko, Alexander A. Dyumin, Alexander A. Gridnev, Eugene V. Chepin)....Pages 44-49 Metagraph Approach as a Data Model for Cognitive Architecture (Valeriy Chernenkiy, Yuriy Gapanyuk, Georgiy Revunkov, Yuriy Kaganov, Yuriy Fedorenko)....Pages 50-55 Intelligent Processing of Natural Language Search Queries Using Semantic Mapping for User Intention Extracting (Artyom Chernyshov, Anita Balandina, Valentin Klimov)....Pages 56-61 Levels of Metacognition and Their Applicability to Reinforcement Learning (Jesuye David, Christion Banks, Darsana Josyula)....Pages 62-68 Extended Hierarchical Temporal Memory for Motion Anomaly Detection (Ilya Daylidyonok, Anastasiya Frolenkova, Aleksandr I. Panov)....Pages 69-81 Experimental Model of Study of Consciousness at the Awakening: FMRI, EEG and Behavioral Methods (Vladimir B. Dorokhov, Denis G. Malakhov, Vyacheslav A. Orlov, Vadim L. Ushakov)....Pages 82-87 A Temporal-Causal Modeling Approach to the Dynamics of a Burnout and the Role of Physical Exercise (Zvonimir Dujmić, Emma Machielse, Jan Treur)....Pages 88-100 Adaptive Neuro-Fuzzy Inference System Used to Classify the Measurements of Chemical Sensors (Alexander Efitorov, Sergey Dolenko)....Pages 101-106 Association Rules Mining for Predictive Analytics in IoT Cloud System (Vasiliy S. Kireev, Anna I. Guseva, Pyotr V. Bochkaryov, Igor A. Kuznetsov, Stanislav A. Filippov)....Pages 107-112 Visual Priming in a Biologically Inspired Cognitive Architecture (Pentti O. A. Haikonen)....Pages 113-118 Neural 2D Cart and Pole Control and Forward Model (Paul Horton, Chris Huyck, Xiaochen Wang)....Pages 119-127 A Formal Model of the Mechanism of Semantic Analysis in the Brain (Yuuji Ichisugi, Naoto Takahashi)....Pages 128-137 Group Determination of Parameters and Training with Noise Addition: Joint Application to Improve the Resilience of the Neural Network Solution of a Model Inverse Problem to Noise in Data (Igor Isaev, Sergey Dolenko)....Pages 138-144 A Computational Model for Supporting Access Policies to Semantic Web (Larisa Yu. Ismailova, Viacheslav E. Wolfengagen, Sergey V. Kosikov)....Pages 145-154 Basic Language Learning in Artificial Animals (Louise Johannesson, Martin Nilsson, Claes Strannegård)....Pages 155-161 The Concept of Functional Tractography Method for Cognitive Brain Studies (Sergey Kartashov, Nikolay Ponomarenko, Vadim Ushakov)....Pages 162-164 Feasibility Study and Practical Applications Using Independent Core Observer Model AGI Systems for Behavioral Modification in Recalcitrant Populations (David Kelley, Mark Waser)....Pages 165-173 Web-Analytics Based on Fuzzy Cognitive Maps (Vasiliy S. Kireev, Alexander S. Rogachev, Alexander Yurin)....Pages 174-179 Information Approach in the Problems of Data Processing and Analysis of Cognitive Experiments (Anastasia Korosteleva, Olga Mishulina, Vadim Ushakov)....Pages 180-186 Network Modeling Environment for Supporting Families of Displaced Concepts (Sergey V. Kosikov, Larisa Yu. Ismailova, Viacheslav E. Wolfengagen)....Pages 187-196 Designing an Emotionally-Intelligent Assistant of a Virtual Dance Creator (Dmitry I. Krylov, Alexei V. Samsonovich)....Pages 197-202 The Method of Statistical Estimation of the Minimum Number of Tests for Reliable Evaluation of the Robotic Multi-channel Control Systems Quality (Konstantin Y. Kudryavtsev, Aleksei V. Cherepanov, Timofei I. Voznenko, Alexander A. Dyumin, Alexander A. Gridnev, Eugene V. Chepin)....Pages 203-208 Neurotransmitters Level Detection Based on Human Bio-Signals, Measured in Virtual Environments (Vlada Kugurakova, Karina Ayazgulova)....Pages 209-216 Heterogeneous Proxytypes Extended: Integrating Theory-Like Representations and Mechanisms with Prototypes and Exemplars (Antonio Lieto)....Pages 217-227 On Stable Profit Sharing Reinforcement Learning with Expected Failure Probability (Daisuke Mizuno, Kazuteru Miyazaki, Hiroaki Kobayashi)....Pages 228-233 Neocortical Functional Hierarchy Estimated from Connectomic Morphology in the Mouse Brain (So Negishi, Taku Hayami, Hiroto Tamura, Haruo Mizutani, Hiroshi Yamakawa)....Pages 234-238 Function Map-Driven Development for AGI (Masahiko Osawa, Takashi Omori, Koichi Takahashi, Naoya Arakawa, Naoyuki Sakai, Michita Imai et al.)....Pages 239-244 Scruff: A Deep Probabilistic Cognitive Architecture for Predictive Processing (Avi Pfeffer, Spencer K. Lynn)....Pages 245-259 The Method for Searching Emotional Content in Images Based on Low-Level Parameters with Using Neural Networks (Rozaliev Vladimir, Guschin Roman, Orlova Yulia, Zaboleeva-Zotova Alla, Berdnik Vladislav)....Pages 260-265 Intelligent Planning and Control of Integrated Expert Systems Development Process (Galina V. Rybina, Yury M. Blokhin, Levon S. Tarakchyan)....Pages 266-271 An Approach to Hierarchical Deep Reinforcement Learning for a Decentralized Walking Control Architecture (Malte Schilling, Andrew Melnik)....Pages 272-282 An Intrinsically Motivated Robot Explores Non-reward Environments with Output Arbitration (Takuma Seno, Masahiko Osawa, Michita Imai)....Pages 283-289 A Strategic Management System Based on Systemic Learning Algorithm (Artem A. Sukhobokov, Ruslan Z. Galimov, Aleksandr A. Zolotov)....Pages 290-295 Genetically Evolved Extreme Learning Machine for Letter Recognition Dataset (Tomasz Szandała)....Pages 296-300 Toward Human-Like Sentence Interpretation—a Syntactic Parser Implemented as a Restricted Quasi Bayesian Network— (Naoto Takahashi, Yuuji Ichisugi)....Pages 301-309 Research of Neurocognitive Mechanisms of Revealing of the Information Concealing by the Person (Vadim L. Ushakov, Denis G. Malakhov, Vyacheslav A. Orlov, Sergey I. Kartashov, Yuri I. Kholodny)....Pages 310-315 Encrypted Data Transmission Over an Open Channel (Aleksander B. Vavrenyuk, Viktor V. Makarov, Viktor A. Shurygin, Dmitrii V. Tcibisov)....Pages 316-325 Analysis of Gaze Behaviors in Virtual Environments for Cooperative Pattern Modeling (Norifumi Watanabe, Kota Itoda)....Pages 326-333 A Consideration of the Pathogenesis of DID from a Robot Science Perspective (Yuichi Watanabe, Takahiro Hoshino, Junichi Takeno)....Pages 334-340 Data Enrichment with Provision of Semantic Stability (Viacheslav E. Wolfengagen, Sergey V. Kosikov, Larisa Yu. Ismailova)....Pages 341-346 Causality Reconstruction by an Autonomous Agent (Jianyong Xue, Olivier L. Georgeon, Mathieu Gillermin)....Pages 347-354 Analyzing Motivating Texts for Modelling Human-Like Motivation Techniques in Emotionally Intelligent Dialogue Systems (Patrycja Swieczkowska, Rafal Rzepka, Kenji Araki)....Pages 355-360 Back Matter ....Pages 361-362