Biologically Inspired Cognitive Architectures (BICA) for Young Scientists (eBook, PDF)
Proceedings of the First International Early Research Career Enhancement School (FIERCES 2016)
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Biologically Inspired Cognitive Architectures (BICA) for Young Scientists (eBook, PDF)
Proceedings of the First International Early Research Career Enhancement School (FIERCES 2016)
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This book presents cutting-edge research focused on current challenges towards the realization of Biologically Inspired intelligent agents, or Cognitive Architectures (BICA). The chapters are written by both world-recognized experts (including Antonio Chella, Olivier Georgeon, Oliver Kutz, Antonio Lieto, David Vernon, Paul Verschure, and others) and young researchers. Together, they constitute a good mixture of new findings with tutorial-based reviews and position papers, all presented at the First International Early Research Career Enhancement School on Biologically Inspired Cognitive…mehr
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- Produktdetails
- Verlag: Springer International Publishing
- Erscheinungstermin: 15. April 2016
- Englisch
- ISBN-13: 9783319325545
- Artikelnr.: 44896075
- Verlag: Springer International Publishing
- Erscheinungstermin: 15. April 2016
- Englisch
- ISBN-13: 9783319325545
- Artikelnr.: 44896075
Estimation.- A New Approach for Semantic Cognitive Maps Creation and Evaluation
Based on Affix Relations.- On Alternative Instruments for the fMRI Data Analysis: General Linear
Model Versus Algebraic Topology Approach.- Application of Hopfield Neural Network to the N-Queens Problem.- Simulation of a Fear-Like State on a Model of Dopamine System of Rat Brain.- Spatial and Temporal Parameters of Eye Movements
During Viewing of Affective Images.- MEG Data Analysis Using the Empirical Mode Decomposition Method.- Evolutional Approach to Image Processing on the Example of Microsections.- "Cognovisor" for the Human Brain: Towards Mapping of Thought Processes by a Combination of fMRI and Eye-tracking.- Dynamic Intelligent Systems Integration and Evolution of Intelligent
Control Systems Architectures.- Automated Planning: Usage for Integrated Expert Systems Construction.- Some Aspects of Temporal Knowledge Acquisition and Representation in Dynamic Integrated Expert Systems.- Collaboration of All-purpose Static Solver, Temporal Reasoning and Simulation Modeling Tools in Dynamic Integrated Expert Systems.- Some Aspects of Intellectual Tutoring Based on the Integrated Tutoring Expert Systems Usage.- To the Question of Learnability of a Spiking Neuron with Spike-Timing-Dependent Plasticity in Case of Complex Input Signals.- Causal Interactions Within the Default Mode Network as Revealed by Low-frequency Brain Fluctuations and Information Transfer Entropy.- Hierarchical Temporal Memory Implementation with Explicit States Extraction.- Swarm MeLiF: Feature Selection with Filter Combination Found via Swarm Intelligence.- Agent-based Model of Interactions in the Community of Investors and Producers.- Patterns of Spiking Activity of Neuronal Networks in Vitro as Memory Traces.- The Competency Management Based on Ontologies: Issues of Using in Organizations.- The Approach to Modeling of Synchronized Bursting in Neuronal Culture Using a Mathematical Model of a Neuron with Autoregulation Mechanism.- Dynamic Clustering of Connections Between fMRI Resting State Networks: A Comparison of Two Methods of Data Analysis.- Neural Network Solution of an Inverse Problem in Raman Spectroscopy of Multi-Component Solutions of Inorganic Salts.- Prediction of Relativistic Electrons Flux in the Outer Radiation Belt of the Earth Using Adaptive Methods.- Comparative Analysis of Residual Minimization and Artificial Neural Networks as Methods of Solving Inverse Problems: Test on Model Data.- A Biologically Inspired Architecture for Visual Self-Location.
Estimation.- A New Approach for Semantic CognitiveMaps Creation and Evaluation
Based on Affix Relations.- On Alternative Instruments forthe fMRI Data Analysis: General Linear
Model Versus Algebraic Topology Approach.- Applicationof Hopfield Neural Network to the N-Queens Problem.- Simulation of a Fear-LikeState on a Model of Dopamine System of Rat Brain.- Spatial and TemporalParameters of Eye Movements
During Viewing of Affective Images.- MEG Data AnalysisUsing the Empirical Mode Decomposition Method.- Evolutional Approach to ImageProcessing on the Example of Microsections.- "Cognovisor" for the HumanBrain: Towards Mapping of Thought Processes by a Combination of fMRI and Eye-tracking.-Dynamic Intelligent Systems Integration and Evolution of Intelligent
Control Systems Architectures.- Automated Planning:Usage for Integrated Expert Systems Construction.- Some Aspects of TemporalKnowledge Acquisition and Representation in Dynamic Integrated Expert Systems.- Collaboration ofAll-purpose Static Solver, Temporal Reasoning and Simulation Modeling Tools inDynamic Integrated Expert Systems.- Some Aspects of Intellectual Tutoring Basedon the Integrated Tutoring Expert Systems Usage.- To the Question of Learnabilityof a Spiking Neuron with Spike-Timing-Dependent Plasticity in Case of ComplexInput Signals.- Causal Interactions Within the Default Mode Network as Revealedby Low-frequency Brain Fluctuations and Information Transfer Entropy.- HierarchicalTemporal Memory Implementation with Explicit States Extraction.- Swarm MeLiF:Feature Selection with Filter Combination Found via Swarm Intelligence.- Agent-basedModel of Interactions in the Community of Investors and Producers.- Patterns ofSpiking Activity of Neuronal Networks in Vitro as Memory Traces.- TheCompetency Management Based on Ontologies: Issues of Using in Organizations.- TheApproach to Modeling of Synchronized Bursting in Neuronal Culture Using a MathematicalModel of a Neuron with Autoregulation Mechanism.- Dynamic Clustering of ConnectionsBetween fMRI Resting State Networks: A Comparison of Two Methods of DataAnalysis.- Neural Network Solution of an Inverse Problem in Raman Spectroscopy ofMulti-Component Solutions of Inorganic Salts.- Prediction of RelativisticElectrons Flux in the Outer Radiation Belt of the Earth Using Adaptive Methods.-Comparative Analysis of Residual Minimization and Artificial Neural Networks asMethods of Solving Inverse Problems: Test on Model Data.- A BiologicallyInspired Architecture for Visual Self-Location.
Estimation.- A New Approach for Semantic Cognitive Maps Creation and Evaluation
Based on Affix Relations.- On Alternative Instruments for the fMRI Data Analysis: General Linear
Model Versus Algebraic Topology Approach.- Application of Hopfield Neural Network to the N-Queens Problem.- Simulation of a Fear-Like State on a Model of Dopamine System of Rat Brain.- Spatial and Temporal Parameters of Eye Movements
During Viewing of Affective Images.- MEG Data Analysis Using the Empirical Mode Decomposition Method.- Evolutional Approach to Image Processing on the Example of Microsections.- "Cognovisor" for the Human Brain: Towards Mapping of Thought Processes by a Combination of fMRI and Eye-tracking.- Dynamic Intelligent Systems Integration and Evolution of Intelligent
Control Systems Architectures.- Automated Planning: Usage for Integrated Expert Systems Construction.- Some Aspects of Temporal Knowledge Acquisition and Representation in Dynamic Integrated Expert Systems.- Collaboration of All-purpose Static Solver, Temporal Reasoning and Simulation Modeling Tools in Dynamic Integrated Expert Systems.- Some Aspects of Intellectual Tutoring Based on the Integrated Tutoring Expert Systems Usage.- To the Question of Learnability of a Spiking Neuron with Spike-Timing-Dependent Plasticity in Case of Complex Input Signals.- Causal Interactions Within the Default Mode Network as Revealed by Low-frequency Brain Fluctuations and Information Transfer Entropy.- Hierarchical Temporal Memory Implementation with Explicit States Extraction.- Swarm MeLiF: Feature Selection with Filter Combination Found via Swarm Intelligence.- Agent-based Model of Interactions in the Community of Investors and Producers.- Patterns of Spiking Activity of Neuronal Networks in Vitro as Memory Traces.- The Competency Management Based on Ontologies: Issues of Using in Organizations.- The Approach to Modeling of Synchronized Bursting in Neuronal Culture Using a Mathematical Model of a Neuron with Autoregulation Mechanism.- Dynamic Clustering of Connections Between fMRI Resting State Networks: A Comparison of Two Methods of Data Analysis.- Neural Network Solution of an Inverse Problem in Raman Spectroscopy of Multi-Component Solutions of Inorganic Salts.- Prediction of Relativistic Electrons Flux in the Outer Radiation Belt of the Earth Using Adaptive Methods.- Comparative Analysis of Residual Minimization and Artificial Neural Networks as Methods of Solving Inverse Problems: Test on Model Data.- A Biologically Inspired Architecture for Visual Self-Location.
Estimation.- A New Approach for Semantic CognitiveMaps Creation and Evaluation
Based on Affix Relations.- On Alternative Instruments forthe fMRI Data Analysis: General Linear
Model Versus Algebraic Topology Approach.- Applicationof Hopfield Neural Network to the N-Queens Problem.- Simulation of a Fear-LikeState on a Model of Dopamine System of Rat Brain.- Spatial and TemporalParameters of Eye Movements
During Viewing of Affective Images.- MEG Data AnalysisUsing the Empirical Mode Decomposition Method.- Evolutional Approach to ImageProcessing on the Example of Microsections.- "Cognovisor" for the HumanBrain: Towards Mapping of Thought Processes by a Combination of fMRI and Eye-tracking.-Dynamic Intelligent Systems Integration and Evolution of Intelligent
Control Systems Architectures.- Automated Planning:Usage for Integrated Expert Systems Construction.- Some Aspects of TemporalKnowledge Acquisition and Representation in Dynamic Integrated Expert Systems.- Collaboration ofAll-purpose Static Solver, Temporal Reasoning and Simulation Modeling Tools inDynamic Integrated Expert Systems.- Some Aspects of Intellectual Tutoring Basedon the Integrated Tutoring Expert Systems Usage.- To the Question of Learnabilityof a Spiking Neuron with Spike-Timing-Dependent Plasticity in Case of ComplexInput Signals.- Causal Interactions Within the Default Mode Network as Revealedby Low-frequency Brain Fluctuations and Information Transfer Entropy.- HierarchicalTemporal Memory Implementation with Explicit States Extraction.- Swarm MeLiF:Feature Selection with Filter Combination Found via Swarm Intelligence.- Agent-basedModel of Interactions in the Community of Investors and Producers.- Patterns ofSpiking Activity of Neuronal Networks in Vitro as Memory Traces.- TheCompetency Management Based on Ontologies: Issues of Using in Organizations.- TheApproach to Modeling of Synchronized Bursting in Neuronal Culture Using a MathematicalModel of a Neuron with Autoregulation Mechanism.- Dynamic Clustering of ConnectionsBetween fMRI Resting State Networks: A Comparison of Two Methods of DataAnalysis.- Neural Network Solution of an Inverse Problem in Raman Spectroscopy ofMulti-Component Solutions of Inorganic Salts.- Prediction of RelativisticElectrons Flux in the Outer Radiation Belt of the Earth Using Adaptive Methods.-Comparative Analysis of Residual Minimization and Artificial Neural Networks asMethods of Solving Inverse Problems: Test on Model Data.- A BiologicallyInspired Architecture for Visual Self-Location.