Biomimetic Neural Learning for Intelligent Robots [[electronic resource] ] : Intelligent Systems, Cognitive Robotics, and Neuroscience / / edited by Stefan Wermter, Günther Palm, Mark Elshaw

• Record Nr.: UNISA996465830703316
• Pubbl/distr/stampa: Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005
• Edizione: [1st ed. 2005.]
• Descrizione fisica: 1 online resource (IX, 383 p.)
• Collana: Lecture Notes in Artificial Intelligence ; ; 3575
• Disciplina: 629.8/92632
• Soggetti: Robotics; Automation; Cognitive psychology; Neurosciences; Artificial intelligence; Computer science; Special purpose computers; Robotics and Automation; Cognitive Psychology; Artificial Intelligence; Computer Science, general; Special Purpose and Application-Based Systems
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Note generali: Proceedings of the International AI-Workshop on NeuroBotics held in 2004.
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Towards Biomimetic Neural Learning for Intelligent Robots -- Towards Biomimetic Neural Learning for Intelligent Robots -- I: Biomimetic Multimodal Learning in Neuron-Based Robots -- The Intentional Attunement Hypothesis The Mirror Neuron System and Its Role in Interpersonal Relations -- Sequence Detector Networks and Associative Learning of Grammatical Categories -- A Distributed Model of Spatial Visual Attention -- A Hybrid Architecture Using Cross-Correlation and Recurrent Neural Networks for Acoustic Tracking in Robots -- Image Invariant Robot Navigation Based on Self Organising Neural Place Codes ; -- Detecting Sequences and Understanding Language with Neural Associative Memories and Cell Assemblies -- Combining Visual Attention, Object Recognition and Associative Information Processing in a NeuroBotic System -- Towards Word Semantics from Multi-modal Acoustico-Motor Integration: Application of the Bijama Model to the Setting of Action-Dependant Phonetic Representations -- Grounding Neural Robot Language in Action -- A Spiking Neural Network Model of Multi-modal Language Processing of Robot Instructions -- II: Biomimetic Cognitive Behaviour in Robots -- A Virtual Reality Platform for Modeling Cognitive Development -- Learning to Interpret Pointing Gestures: Experiments with Four-Legged Autonomous Robots -- Reinforcement Learning Using a Grid Based Function Approximator -- Spatial Representation and Navigation in a Bio-inspired Robot -- Representations for a Complex World: Combining Distributed and Localist Representations for Learning and Planning -- MaximumOne: An Anthropomorphic Arm with Bio-inspired Control System -- LARP, Biped Robotics Conceived as Human Modelling -- Novelty and Habituation: The Driving Forces in Early Stage Learning for Developmental Robotics -- Modular Learning Schemes for Visual Robot Control -- Neural Robot Detection in RoboCup -- A Scale Invariant Local Image Descriptor for Visual Homing.