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Biologically Inspired Cognitive Architectures 2012: Proceedings of the Third Annual Meeting of the BICA Society
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378160893 Buchausg. u.d.T.: ‡Biologically Inspired Cognitive Architectures 2012
ISBN
978-3-642-34273-8
Name
Chella, Antonio
Pirrone, Roberto
Name ANZEIGE DER KETTE
Pirrone, Roberto
Name
Sorbello, Rosario
Jóhannsdóttir, Kamilla Rún
T I T E L
Biologically Inspired Cognitive Architectures 2012
Zusatz zum Titel
Proceedings of the Third Annual Meeting of the BICA Society
Verlagsort
Berlin ; Heidelberg
Verlag
Springer
Erscheinungsjahr
2013
2013
Umfang
Online-Ressource (XVIII, 376 p. 85 illus, digital)
Reihe
Advances in Intelligent Systems and Computing ; 196
Notiz / Fußnoten
Description based upon print version of record
Weiterer Inhalt
Title; Preface; Organization; Contents; Invited Papers; Conference Papers; Extended Abstracts; Back to Basics and Forward to Novelty in Machine Consciousness; Introduction: Some Basics; AI and Consciousness; The Task for the Conscious Machine Designer; Iconic Learning; Information Integration; World Relatedness; Qualia?; An Example: How Does a General Entity Become Conscious of a Worldin Which It Is Situated?; Conclusion: A Challenge; References; Characterizing and Assessing Human-Like Behavior in Cognitive Architectures; Introduction; Human-Like Behavior Tests. The Role of Theeory of Mind in the Assessment ProcessBelievability versus Indistinguishability; Key Factors in the Design of Human-Like Behavior Tests; References; Architects or Botanists? The Relevance of (Neuronal) Trees to Model Cognition; Consciousness and the Quest for Sentient Robots; Introduction; The Problem of Consciousness; Qualia and the Internal Experience; Introspection; Reportability and Information Integration; The Concept of Self; Sub-symbolic and Symbolic Processing; Criteria for Consciousness; Requirements for Cognitive Architectures; An Example: The Robot XCR-1; Conclusions. ReferencesBiological Fluctuation "Yuragi" as the Principle of Bio-inspired Robots; Active Learning by Selecting New Training Samples from Unlabelled Data; Biologically Inspired beyond Neural: Benefits of Multiple Modeling Levels; Turing and de Finetti Ganes: Machines Making Us Think; How to Simulate the Brain without a Computer; Odor Perception through NetworkSelf-organization: Large Scale Realistic Simulations of the Olfactory Bulb; Extending Cognitive Architectures; Introduction; State of the Art and Limitations of Extensions: Examples; Limited Episodic Memory; Limited Metacognition. Limited Affective CognitionSpecific Challenges for BICA Designs: Examples; Plastic Prospective Episodic Memory; Creative Autonomous Goal Generation; Human-Level Emotional Intelligence; Human Learner Critical Mass; Toward Human-Like Intelligent Artifacts; Emotional Extension of the Mental State Framework; Enumeration of Potential Goals; Generation of New Values; Discussion; Conclusions; References; Babies and Baby-Humanoids to Study Cognition; Babies and Baby-Humanoids to Study Cognition; Towards Architectural Foundations for Cognitive Self-aware Systems. Achieving AGI within My Lifetime: Some Progress and Some ObservationsLearning and Creativity in the Global Workspace; References; Multimodal People Engagement with iCub; Introduction; System Overview; Multimodal Active Partner Tracking; Experimental Results; Conclusions and Future Works; References; Human Action Recognition from RGB-D Frames Based on Real-Time 3D Optical Flow Estimation; Introduction; Related Work; 3D Optical Flow; Points Matching; 3D Grid-Based Descriptor; Experiments; Dataset and Setup; Results; Conclusions and Future Work; References; Modality in the MGLAIR Architecture. Introduction
Titelhinweis
Buchausg. u.d.T.: ‡Biologically Inspired Cognitive Architectures 2012
ISBN
ISBN 978-3-642-34274-5
Klassifikation
UYQ
COM004000
006.3
Q342
Kurzbeschreibung
The challenge of creating a real-life computational equivalent of the human mind requires that we better understand at a computational level how natural intelligent systems develop their cognitive and learning functions. In recent years, biologically inspired cognitive architectures have emerged as a powerful new approach toward gaining this kind of understanding (here "biologically inspired is understood broadly as "brain-mind inspired). Still, despite impressive successes and growing interest in BICA, wide gaps separate different approaches from each other and from solutions found in biology. Modern scientific societies pursue related yet separate goals, while the mission of the BICA Society consists in the integration of many efforts in addressing the above challenge. Therefore, the BICA Society shall bring together researchers from disjointed fields and communities who devote their efforts to solving the same challenge, despite that they may "speak different languages. This will be achieved by promoting and facilitating the transdisciplinary study of cognitive architectures, and in the long-term perspective creating one unifying widespread framework for the human-level cognitive architectures and their implementations. This book is a proceedings of the Third Annual Meeting of the BICA Society, which was hold in Palermo-Italy from October 31 to November 2, 2012. The book describes recent advances and new challenges around the theme of understanding how to create general-purpose humanlike artificial intelligence using inspirations from studies of the brain and the mind.
1. Schlagwortkette
Künstliche Intelligenz
Kognitionswissenschaft
Lernendes System
Hirnfunktion
Denken
Computersimulation
Multimodales System
Robotik
SWB-Titel-Idn
373501455
Signatur
Springer E-Book
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Elektronischer Volltext - Campuslizenz
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$uhttp://dx.doi.org/10.1007/978-3-642-34274-5
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