| Description |
1 online resource (xviii, 376 pages) : illustrations (some color) |
| Series |
Advances in intelligent systems and computing, 2194-5365 ; 196 |
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Advances in intelligent systems and computing ; 196. 2194-5357
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| Contents |
Back to Basics and Forward to Novelty in Machine Consciousness / Igor Aleksander and Helen Morton -- Characterizing and Assessing Human-Like Behavior in Cognitive Architectures / Raúl Arrabales, Agapito Ledezma and Araceli Sanchis -- Architects or Botanists? The Relevance of (Neuronal) Trees to Model Cognition / Giorgio Ascoli -- Consciousness and the Quest for Sentient Robots / Pentti O.A. Haikonen -- Biological Fluctuation "Yuragi" as the Principle of Bio-inspired Robots / Hiroshi Ishiguro -- Active Learning by Selecting New Training Samples from Unlabelled Data / Ho Gyeong Kim, Cheong-An Lee and Soo-Young Lee -- Biologically Inspired beyond Neural: Benefits of Multiple Modeling Levels / Christian Lebiere -- Turing and de Finetti Ganes: Machines Making Us Think / Ignazio Licata -- How to Simulate the Brain without a Computer / Karlheinz Meier -- Odor Perception through Network Self-organization: Large Scale Realistic Simulations of the Olfactory Bulb / Michele Migliore -- Extending Cognitive Architectures / Alexei V. Samsonovich |
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Babies and Baby-Humanoids to Study Cognition / Giulio Sandini -- Towards Architectural Foundations for Cognitive Self-aware Systems / Ricardo Sanz and Carlos Hernández -- Achieving AGI within My Lifetime: Some Progress and Some Observations / Kristinn R. Thórisson -- Learning and Creativity in the Global Workspace / Geraint A. Wiggins -- Multimodal People Engagement with iCub / Salvatore M. Anzalone, Serena Ivaldi, Olivier Sigaud and Mohamed Chetouani -- Human Action Recognition from RGB-D Frames Based on Real-Time 3D Optical Flow Estimation / Gioia Ballin, Matteo Munaro and Emanuele Menegatti -- Modality in the MGLAIR Architecture / Jonathan P. Bona and Stuart C. Shapiro -- Robotics and Virtual Worlds: An Experiential Learning Lab / Barbara Caci, Antonella D'Amico and Giuseppe Chiazzese -- Comprehensive Uncertainty Management in MDPs / Vincenzo Cannella, Roberto Pirrone and Antonio Chella -- A New Humanoid Architecture for Social Interaction between Human and a Robot Expressing Human-Like Emotions Using an Android Mobile Device as Interface / Antonio Chella, Rosario Sorbello, Giovanni Pilato, Giorgio Vassallo and Marcello Giardina |
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The Concepts of Intuition and Logic within the Frame of Cognitive Process Modeling / O.D. Chernavskaya, A.P. Nikitin and J.A. Rozhilo -- Do Humanoid Robots Need a Body Schema? / Dalia De Santis, Vishwanathan Mohan, Pietro Morasso and Jacopo Zenzeri -- Simulation and Anticipation as Tools for Coordinating with the Future / Haris Dindo, Giuseppe La Tona, Eric Nivel, Giovanni Pezzulo and Antonio Chella, et al. -- Solutions for a Robot Brain / Walter Fritz -- Exemplars, Prototypes and Conceptual Spaces / Marcello Frixione and Antonio Lieto -- The Small Loop Problem: A Challenge for Artificial Emergent Cognition / Olivier L. Georgeon and James B. Marshall -- Crowd Detection Based on Co-occurrence Matrix / Stefano Ghidoni, Arrigo Guizzo and Emanuele Menegatti -- Development of a Framework for Measuring Cognitive Process Performance / Wael Hafez -- I Feel Blue: Robots and Humans Sharing Color Representation for Emotional Cognitive Interaction / Ignazio Infantino, Giovanni Pilato, Riccardo Rizzo and Filippo Vella |
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Investigating Perceptual Features for a Natural Human -- Humanoid Robot Interaction Inside a Spontaneous Setting / Hiroshi Ishiguro, Shuichi Nishio, Antonio Chella, Rosario Sorbello and Giuseppe Balistreri, et al. -- Internal Simulation of an Agent's Intentions / Magnus Johnsson and Miriam Buonamente -- A Model of Primitive Consciousness Based on System-Level Learning Activity in Autonomous Adaptation / Yasuo Kinouchi and Yoshihiro Kato -- Decision-Making and Action Selection in Two Minds / Muneo Kitajima and Makoto Toyota -- Cognitive Chrono-Ethnography: A Methodology for Understanding Users for Designing Interactions Based on User Simulation with Cognitive Architectures / Muneo Kitajima and Makoto Toyota -- Emotional Emergence in a Symbolic Dynamical Architecture / Othalia Larue, Pierre Poirier and Roger Nkambou -- An Integrated, Modular Framework for Computer Vision and Cognitive Robotics Research (icVision) / Jürgen Leitner, Simon Harding, Mikhail Frank, Alexander Förster and Jürgen Schmidhuber -- Insertion Cognitive Architecture / Alexander Letichevsky |
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A Parsimonious Cognitive Architecture for Human-Computer Interactive Musical Free Improvisation / Adam Linson, Chris Dobbyn and Robin Laney -- Cognitive Integration through Goal-Generation in a Robotic Setup / Riccardo Manzotti, Flavio Mutti, Giuseppina Gini and Soo-Young Lee -- A Review of Cognitive Architectures for Visual Memory / Michal Mukawa and Joo-Hwee Lim -- A Model of the Visual Dorsal Pathway for Computing Coordinate Transformations: An Unsupervised Approach / Flavio Mutti, Hugo Gravato Marques and Giuseppina Gini -- Multiagent Recursive Cognitive Architecture / Zalimkhan V. Nagoev -- A Biologically-Inspired Perspective on Commonsense Knowledge / Pietro Perconti -- Coherence Fields for 3D Saliency Prediction / Fiora Pirri, Matia Pizzoli and Arnab Sinha -- Principles of Functioning of Autonomous Agent-Physicist / Vladimir G. Red'ko -- Affect-Inspired Resource Management in Dynamic, Real-Time Environments / W. Scott Neal Reilly, Gerald Fry and Michael Reposa -- An Approach toward Self-organization of Artificial Visual Sensorimotor Structures / Jonas Ruesch, Ricardo Ferreira and Alexandre Bernardino |
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Biologically Inspired Methods for Automatic Speech Understanding / Giampiero Salvi -- Modeling Structure and Dynamics of Selective Attention / Hecke Schrobsdorff, Matthias Ihrke and J. Michael Herrmann -- How to Engineer Biologically Inspired Cognitive Architectures / Valeria Seidita, Massimo Cossentino and Antonio Chella -- An Adaptive Affective Social Decision Making Model / Alexei Sharpanskykh and Jan Treur -- A Robot Uses an Evaluation Based on Internal Time to Become Self-aware and Discriminate Itself from Others / Toshiyuki Takiguchi and Junichi Takeno -- Why Neurons Are Not the Right Level of Abstraction for Implementing Cognition / Claude Touzet -- Intertemporal Decision Making: A Mental Load Perspective / Jan Treur -- A Non-von-Neumann Computational Architecture Based on in Situ Representations: Integrating Cognitive Grounding, Productivity and Dynamics / Frank van der Velde -- A Formal Model of Neuron That Provides Consistent Predictions / E.E. Vityaev |
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Safely Crowd-Sourcing Critical Mass for a Self-improving Human-Level Learner/"Seed AI" / Mark R. Waser -- Unconscious Guidance of Pedestrians Using Vection and Body Sway / Norifumi Watanabe and Takashi Omori -- The Analysis of Amodal Completion for Modeling Visual Perception / Liliana Albertazzi, James Dadam, Luisa Canal and Rocco Micciolo -- Naturally Biased Associations between Colour and Shape: A Brentanian Approach / Liliana Albertazzi and Michela Malfatti -- Architecture to Serve Disabled and Elderly / Miriam Buonamente and Magnus Johnsson -- Bio-inspired Sensory Data Aggregation / Alessandra De Paola and Marco Morana -- Clifford Rotors for Conceptual Representation in Chatbots / Agnese Augello, Salvatore Gaglio, Giovanni Pilato and Giorgio Vassallo -- Neurogenesis in a High Resolution Dentate Gyrus Model / Craig M. Vineyard, James B. Aimone and Glory R. Emmanuel -- A Game Theoretic Model of Neurocomputation / Craig M. Vineyard, Glory R. Emmanuel, Stephen J. Verzi and Gregory L. Heileman |
| Summary |
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 |
| Analysis |
Engineering |
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Neurosciences |
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Artificial intelligence |
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Computational Intelligence |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
| Subject |
Natural computation -- Congresses
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Artificial intelligence -- Congresses
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COMPUTERS -- Enterprise Applications -- Business Intelligence Tools.
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COMPUTERS -- Intelligence (AI) & Semantics.
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Ingénierie.
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Artificial intelligence
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Natural computation
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Chella, Antonio.
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| ISBN |
9783642342745 |
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3642342744 |
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