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From animals to animats 16 : 16th international conference on simulation of adaptive behavior, SAB 2022, Cergy-Pontoise, France, September 20-23, 2022 : proceedings / / Lola Cañamero [and four others], editors
From animals to animats 16 : 16th international conference on simulation of adaptive behavior, SAB 2022, Cergy-Pontoise, France, September 20-23, 2022 : proceedings / / Lola Cañamero [and four others], editors
Pubbl/distr/stampa Cham, Switzerland : , : Springer Nature Switzerland AG, , [2022]
Descrizione fisica 1 online resource (225 pages)
Disciplina 004
Collana Lecture Notes in Artificial Intelligence
Soggetto topico Computer vision
Adaptive computing systems
Robotics
ISBN 3-031-16770-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Contents -- Embodiment -- How to Design Morphologies. A Design Process for Autonomous Robots -- 1 Introduction -- 2 Proposal of a Design Process -- 2.1 Arc Representation -- 2.2 Morphological Manifold as a Directed Graph -- 2.3 Algorithmically Determined Motion Sequences -- 2.4 Plug'n'Clamp Kit -- 3 Evaluation -- 4 Discussion and Outlook -- References -- Exploring Sensitization in the Context of Extending the Behavior of an Artificial Agent -- 1 Introduction -- 2 Sensitization -- 3 IDSM -- 4 Model of Pseudo-conditioning Through Generalization of Nodes -- 5 Experiments and Results -- 5.1 Setup -- 5.2 Results -- 6 Discussion -- References -- Investigating a Minimal Categorical Perception Task with a Node-Based Sensorimotor Map -- 1 Introduction -- 2 Model -- 2.1 NB-SMM -- 2.2 Experiment Setup -- 2.3 CTRNN Comparison -- 3 Results -- 3.1 NB-SMM Results -- 3.2 Categorical Perception -- 3.3 CTRNN Results -- 4 Discussion -- References -- Deep Gaussian Processes for Angle and Position Discrimination in Active Touch Sensing -- 1 Introduction -- 2 Methods -- 2.1 Dataset -- 2.2 Dimensionality Reduction -- 2.3 Gaussian Process Based Models -- 3 Results -- 3.1 Position Discrimination -- 3.2 Angle Discrimination -- 4 Discussion and Future Work -- References -- Neural Body Bending Control with Temporal Delays for Millipede-Like Turning Behaviour of a Multi-segmented, Legged Robot -- 1 Introduction -- 2 Materials and Methods -- 2.1 Millipede-Inspired Robot -- 2.2 Neural Control System for Millipede-Like Turning Behaviour -- 2.3 Neural Body Bending Control with Temporal Delays -- 3 Experiments and Results -- 3.1 Millipede-Like Turning Behaviour -- 3.2 Navigation in Different Environments with Narrow Paths -- 4 Conclusion -- References -- Brain-Inspired Control, Adaptation, and Learning.
Yoking-Based Identification of Learning Behavior in Artificial and Biological Agents -- 1 Introduction -- 2 Related Work -- 3 Comparing Synthetic Learning Models to Target Data -- 3.1 Problem Formalization -- 3.2 Unconstrained Approach to Identify Learning Algorithms -- 3.3 Yoked Approach to Identify Learning Algorithms -- 4 Evaluation in a Synthetic Lockbox Task -- 4.1 Identifying Known Ground Truth Learning Algorithms -- 4.2 Comparison over Size of Action Space -- 5 Evaluation in a Real Cockatoo Lockbox Learning Task -- 6 Conclusion -- References -- Is Free Energy an Organizational Principle in Spiking Neural Networks? -- 1 Introduction: Decoding the Free Energy Concept -- 2 Free Energy in the Absence of External Sensing -- 3 Non-variational Free Energy in a Spiking Neural Network -- 4 Conclusions -- 5 Supplemental Information -- References -- Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy -- 1 Introduction -- 2 Flexible Reservoir Computing -- 2.1 Functional Nodes -- 2.2 Learning Rules -- 2.3 Models as Computational Graphs -- 2.4 Feedback Loops -- 3 Getting Started: ESN for Timeseries Forecasting with ReservoirPy -- 3.1 Step 1: Choose a Timeseries for One Timestep Ahead Prediction -- 3.2 Step 2: Define Your ESN -- 3.3 Step 3.1: Train the Offline Model -- 3.4 Step 3.2: Train the Online Model -- 3.5 Step 4: Evaluate the Model -- 4 Discussion -- References -- Adaptive Inhibition for Optimal Energy Consumption by Animals, Robots and Neurocomputers -- 1 Introduction -- 1.1 Specific and Non-specific Inhibition in Animals -- 1.2 The Quality of Cognitive Processes -- 2 Energy Measurements in a Physical System -- 3 Adaptive Inhibition -- 4 Discussion -- References -- Adapting to Environment Changes Through Neuromodulation of Reinforcement Learning -- 1 Introduction -- 2 Problem -- 2.1 Reinforcement Learning.
2.2 Environment Changes -- 3 Method -- 3.1 ACh and NE Neuromodulation -- 3.2 Update of ACh and NE System -- 3.3 The Complete System -- 4 Experiments -- 5 Results -- 5.1 Reinforcement Learning Performance -- 5.2 Activity of Neuromodulatory System -- 6 Conclusion -- References -- Multi-task Learning with Modular Reinforcement Learning -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Reinforcement Learning -- 3.2 Modular Reinforcement Learning -- 4 The Inverse Arbi-Q Architecture -- 5 Implementation -- 5.1 State Predictor -- 5.2 Reward Predictor -- 5.3 RL Controller -- 5.4 Action Selection -- 6 Simulation -- 6.1 Settings -- 6.2 Results -- 7 Conclusions and Future Work -- References -- Bio-inspired Vision and Navigation -- Same/Different Concept: An Embodied Spiking Neural Model in a Learning Context -- 1 Introduction -- 2 Methodology -- 2.1 Protocol -- 2.2 Neural Architecture -- 2.3 Physical Environment -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Sparse and Topological Coding for Visual Localization of Autonomous Vehicles -- 1 Introduction -- 2 Related Work: Definition of the Sparse Coding -- 3 Topological Sparse Coding -- 4 SMP Model -- 5 Materials and Methods -- 5.1 Dataset -- 5.2 Metrics -- 5.3 Evaluation Methodology -- 5.4 Implementation Details -- 6 Results -- 6.1 Properties of TSC During Learning -- 6.2 Evaluation of Configuration/Performance -- 6.3 Evaluation of Localization Performances with the State of the Art -- 7 Discussion and Conclusion -- References -- Contribution of the Retrosplenial Cortex to Path Integration and Spatial Codes -- 1 Introduction -- 2 Computational Model -- 3 Experiment and Results -- 3.1 Recording ot Neurons Learning MD Activities in RSC -- 3.2 Building Place Cells from PI Information -- 3.3 Robustness of the Model -- 4 Conclusion and Perspective -- References.
Flexible Path Planning in a Spiking Model of Replay and Vicarious Trial and Error -- 1 Introduction -- 2 Methods -- 2.1 Spiking Wave Propagation -- 2.2 E-Prop and Back-Propagation Through Time -- 2.3 Extracting a Path from the Spike Wavefront Algorithm -- 3 Results -- 3.1 Simulating Human Navigation and Taking Novel Shortcuts -- 3.2 Simulating Rodent Navigation in Tolman Detour Task -- 4 Discussion -- References -- Affective and Social Cognition and Collective Intelligence -- Impact of the Update Time on the Aggregation of Robotic Swarms Through Informed Robots -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Conclusions -- References -- On the Adaptive Value of Mood and Mood Contagion -- 1 Introduction -- 2 Agent Model -- 3 Reference Mood Experiments -- 4 Evolution of Mood -- 5 Mood Contagion -- 6 Evolution of Mood Contagion -- 7 Discussion -- References -- Author Index.
Record Nr. UNISA-996490364803316
Cham, Switzerland : , : Springer Nature Switzerland AG, , [2022]
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Hicons 13 Proceedings of the 2nd International Conference on High Confidence Networked Systems
Hicons 13 Proceedings of the 2nd International Conference on High Confidence Networked Systems
Autore Hicons 13 Conference Committee
Pubbl/distr/stampa [Place of publication not identified], : Association for Computing Machinery, 2013
Descrizione fisica 1 online resource (144 pages)
Collana ACM Conferences
Soggetto topico Computer networks - Security measures
Computer security
Adaptive computing systems
ISBN 1-4503-1961-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Mechanism design for robust resource management to false report in cloud computing systems / Yusuke Aoki [and others] -- An inverse correlated equilibrium framework for utility learning in multiplayer, noncooperative settings / Aaron Bestick [and others] -- Future cars : necessity for an adaptive and distributed multiple independent levels of security architecture / Alexander Camek [and others] -- A framework for privacy and security analysis of probe-based traffic information systems / Edward S. Canepa [and others] -- Bio-inspired strategy for control of viral spreading in networks / Chinwendu Enyioha [and others] -- Using channel state feedback to achieve resilience to deep fades in wireless networked control systems / Bin Hu [and others] -- Privacy-preserving release of aggregate dynamic models / Jerome Le Ny, George J. Pappas -- Algorithms for determining network robustness / Heath J. LeBlanc, Xenofon Koutsoukos -- S3A : secure system simplex architecture for enhanced security and robustness of cyber-physical systems / Sibin Mohan [and others] -- Towards synthesis of platform-aware attack-resilient control systems : extended abstract / Miroslav Pajic [and others] -- Verifying information flow properties of hybrid systems / Pavithra Prabjakar [and others] -- Achieving resilience of heterogeneous networks through predictive, formal analysis / Zhijing Qin [and others] -- Minimax control for cyber-physical systems under network packet scheduling attacks / Yasser Shoukry [and others] -- Verifiably-safe software-defined networks for CPS / Richard Skowyra [and others] -- Bounding the smallest robustly control invariant sets in networks with discrete disturbances and controls / Danielle C. Tarraf -- Contract-based blame assignment by trace analysis / Shaohui Wang [and others] -- Distributed model-invariant detection of unknown inputs in networked systems / James Weimer [and others] -- Taxonomy for description of cross-domain attacks on CPS / Mark Yampolskiy [and others].
Altri titoli varianti HiCoNS '13 2nd ACM International Conference on High Confidence Networked Systems (part of CPS Week), Philadelphia, PA, USA - April 09 - 11, 2013
Proceedings of the 2nd ACM international conference on High confidence networked systems
High Confidence Networked Systems'13 : proceedings of the 2nd ACM International Conference on High Confidence Networked Systems : April 9-11, 2013, Philadelphia, PA, USA
Record Nr. UNINA-9910375903903321
Hicons 13 Conference Committee  
[Place of publication not identified], : Association for Computing Machinery, 2013
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.. IEEE Conference on Evolving and Adaptive Intelligent Systems
.. IEEE Conference on Evolving and Adaptive Intelligent Systems
Pubbl/distr/stampa Piscataway, NJ : , : Institute of Electrical and Electronic Engineers.
Disciplina 004
Soggetto topico Adaptive computing systems
Evolutionary programming (Computer science)
Soggetto genere / forma Conference papers and proceedings.
ISSN 2473-4691
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Altri titoli varianti EAIS ..
IEEE EAIS
Proceedings
Conference proceedings
Record Nr. UNINA-9910626118403321
Piscataway, NJ : , : Institute of Electrical and Electronic Engineers.
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.. IEEE Conference on Evolving and Adaptive Intelligent Systems
.. IEEE Conference on Evolving and Adaptive Intelligent Systems
Pubbl/distr/stampa Piscataway, NJ : , : Institute of Electrical and Electronic Engineers.
Disciplina 004
Soggetto topico Adaptive computing systems
Evolutionary programming (Computer science)
Soggetto genere / forma Conference papers and proceedings.
ISSN 2473-4691
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Altri titoli varianti EAIS ..
IEEE EAIS
Proceedings
Conference proceedings
Record Nr. UNISA-996581538703316
Piscataway, NJ : , : Institute of Electrical and Electronic Engineers.
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Intelligence emerging : adaptivity and search in evolving neural systems / / Keith L. Downing
Intelligence emerging : adaptivity and search in evolving neural systems / / Keith L. Downing
Autore Downing Keith L
Pubbl/distr/stampa Cambridge, Massachusetts ; ; London, England : , : MIT Press, , [2015]
Descrizione fisica 1 online resource (499 p.)
Disciplina 006.32
Soggetto topico Neural networks (Computer science)
Machine learning
Experiential learning
Genetic algorithms
Adaptive computing systems
Soggetto genere / forma Electronic books.
ISBN 0-262-32867-4
0-262-32866-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Emergence -- Search : the core of AI -- Representations for search and emergence -- Evolutionary algorithms -- Artificial neural networks -- Knowledge representation in neural networks -- Search and representation in evolutionary algorithms -- Evolution and development of the brain -- Learning via synaptic tuning -- Trial and error learning in neural networks -- Evolving artificial neural networks -- Recognizing emergent intelligence.
Record Nr. UNINA-9910460416003321
Downing Keith L  
Cambridge, Massachusetts ; ; London, England : , : MIT Press, , [2015]
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Intelligence emerging : adaptivity and search in evolving neural systems / / Keith L. Downing
Intelligence emerging : adaptivity and search in evolving neural systems / / Keith L. Downing
Autore Downing Keith L.
Pubbl/distr/stampa Cambridge, Massachusetts ; ; London, England : , : The MIT Press, , [2015]
Descrizione fisica 1 online resource (499 p.)
Disciplina 006.3/2
Soggetto topico Neural networks (Computer science)
Machine learning
Experiential learning
Genetic algorithms
Adaptive computing systems
Soggetto non controllato COMPUTER SCIENCE/Artificial Intelligence
COGNITIVE SCIENCES/General
ISBN 0-262-32867-4
0-262-32866-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Emergence -- Search : the core of AI -- Representations for search and emergence -- Evolutionary algorithms -- Artificial neural networks -- Knowledge representation in neural networks -- Search and representation in evolutionary algorithms -- Evolution and development of the brain -- Learning via synaptic tuning -- Trial and error learning in neural networks -- Evolving artificial neural networks -- Recognizing emergent intelligence.
Record Nr. UNINA-9910797133203321
Downing Keith L.  
Cambridge, Massachusetts ; ; London, England : , : The MIT Press, , [2015]
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Intelligence emerging : adaptivity and search in evolving neural systems / / Keith L. Downing
Intelligence emerging : adaptivity and search in evolving neural systems / / Keith L. Downing
Autore Downing Keith L.
Edizione [1st ed.]
Pubbl/distr/stampa Cambridge, Massachusetts ; ; London, England : , : The MIT Press, , [2015]
Descrizione fisica 1 online resource (499 p.)
Disciplina 006.3/2
Soggetto topico Neural networks (Computer science)
Machine learning
Experiential learning
Genetic algorithms
Adaptive computing systems
Soggetto non controllato COMPUTER SCIENCE/Artificial Intelligence
COGNITIVE SCIENCES/General
ISBN 0-262-32867-4
0-262-32866-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Emergence -- Search : the core of AI -- Representations for search and emergence -- Evolutionary algorithms -- Artificial neural networks -- Knowledge representation in neural networks -- Search and representation in evolutionary algorithms -- Evolution and development of the brain -- Learning via synaptic tuning -- Trial and error learning in neural networks -- Evolving artificial neural networks -- Recognizing emergent intelligence.
Record Nr. UNINA-9910823546303321
Downing Keith L.  
Cambridge, Massachusetts ; ; London, England : , : The MIT Press, , [2015]
Materiale a stampa
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International journal of reconfigurable and embedded systems
International journal of reconfigurable and embedded systems
Pubbl/distr/stampa [Yogyakarta, Indonesia] : , : Institute of Advanced Engineering and Science, , 2012-
Descrizione fisica 1 online resource
Soggetto topico Adaptive computing systems
Adaptive computing systems - Design and construction
Embedded computer systems
Embedded computer systems - Design and construction
Soggetto genere / forma Periodicals.
ISSN 2722-2608
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Altri titoli varianti IJRES
Record Nr. UNISA-996336517203316
[Yogyakarta, Indonesia] : , : Institute of Advanced Engineering and Science, , 2012-
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International journal of reconfigurable computing
International journal of reconfigurable computing
Pubbl/distr/stampa New York, NY, : Hindawi Publ
Descrizione fisica 1 online resource
Soggetto topico Adaptive computing systems
Soggetto genere / forma Periodicals.
Soggetto non controllato Computer Science
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Record Nr. UNINA-9910146282703321
New York, NY, : Hindawi Publ
Materiale a stampa
Lo trovi qui: Univ. Federico II
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International journal of reconfigurable computing
International journal of reconfigurable computing
Pubbl/distr/stampa New York, NY, : Hindawi Publ
Descrizione fisica 1 online resource
Soggetto topico Adaptive computing systems
Soggetto genere / forma Periodicals.
Soggetto non controllato Computer Science
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Record Nr. UNISA-996321177903316
New York, NY, : Hindawi Publ
Materiale a stampa
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