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

Bibliographic Details
Other Authors: Wermter, Stefan (Editor), Palm, Günther (Editor), Elshaw, Mark (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2005, 2005
Edition:1st ed. 2005
Series:Lecture Notes in Artificial Intelligence
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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