Biomimetic Neural Learning for Intelligent Robots Intelligent Systems, Cognitive Robotics, and Neuroscience /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Wermter, Stefan (Επιμελητής έκδοσης), Palm, Günther (Επιμελητής έκδοσης), Elshaw, Mark (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
• Σειρά: Lecture Notes in Computer Science, 3575
• Θέματα: Engineering.; Neurosciences.; Computer science.; Special purpose computers.; Artificial intelligence.; Robotics.; Automation.; Cognitive psychology.; Robotics and Automation.; Cognitive Psychology.; Artificial Intelligence (incl. Robotics).; Computer Science, general.; Special Purpose and Application-Based Systems.

Πίνακας περιεχομένων:

• 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.