Brain Inspired Information Technology 2010th Edition by Hanazawa ISBN 3642040245 9783642040245

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Product details:

ISBN 10:       3642040245
ISBN 13: 978-3642040245
Author:         Hanazawa

Brain-Inspired Information Technology 2010th Table of contents:

Mission Capable Autonomous Control Systems

• Three Paths to Relevance
• Brain-Like Evolving Spiking Neural Networks for Multimodal Information Processing
• Human-Like Local Navigation System Inspired by a Hippocampal Memory Mechanism
• Brain-Inspired Emergence of Behaviors Based on Values and Curiosity in Mobile Robots
• Emergence of Behaviors by Reinforcement Learning Based on the Desire for Existence
• Classification and Novelty Detection of Omni-view Images Taken from a Mobile Robot
• Curiosity and Boredom Based on Prediction Error as Novel Internal Rewards
• Skill Transfer of a Mobile Robot Obtained by Reinforcement Learning to a Different Mobile Robot
• Effect of Fitness Functions on the Performance of Evolutionary Particle Swarm Optimization
• Constraint Satisfaction with Neural Network for Trajectory Planning

Neuroscientific Exploration in Autonomous Systems

• Acquisition and Extinction of Avoidance Response by Social Interaction in Rats
• Positive and Negative Effects of Environmental Chemicals on Brain Function in Rodents
• Category Recognition in the Monkey Orbitofrontal Cortex

Autonomous System Implementation

• An Adaptive Controller System Using mnSOM (2nd Report: Implementation into an Autonomous Underwater Robot)
• An Environment Recognition System Using SOM
• A Novel Embedded Computer-Based Autonomous Robot for Sewer Pipe Inspection

Behavioral Insights and Robotics

• The Angular Threshold for Frog Collision Avoidance Behavior: Impact of Stimulus Location and Behavioral Strategy
• Spike-Timing-Dependent LTP/LTD Caused by Uncorrelated Signals through Medial and Lateral Perforant Pathways in the Dentate Granule Cell
• Spatiotemporal Synchronization of Neuronal Activity in a Hippocampal CA3 Network Model Including the O-LM Cell
• The Regulation of Glutamate-Induced Astrocytic Ca2+ Responses by Desensitization of Metabotropic Glutamate Receptor

Bio-Inspired Technologies

• Functional Properties of Resonate-and-Fire Neuron Circuits for Bio-Inspired Chemical Sensor Array
• A Robot Vision System Using a Silicon Retina
• Real-Time Human-Machine Interaction System Based on Face Authentication and Arm Posture Recognition
• Shadow Elimination Mimicking the Human Visual System
• An FPGA-Based Collision Warning System Using Moving-Object Detection Inspired by Neuronal Propagation in the Hippocampus
• A Chemical Sensor Array Inspired by Mouse Taste Buds
• Emotional Behavior and Expression Based on a Neural Network Model of Amygdala

Advanced Learning Mechanisms

• Effective and Adaptive Learning Based on Diversive/Specific Curiosity

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