Tetsuya Hoya

Artificial Mind System

Kernel Memory Approach

• Gebundenes Buch

Produktbeschreibung

This book is written from an engineer's perspective of the mind. "Artificial Mind System" exposes the reader to a broad spectrum of interesting areas in general brain science and mind-oriented studies. In this research monograph a picture of the holistic model of an artificial mind system and its behaviour is drawn, as concretely as possible, within a unified context, which could eventually lead to practical realisation in terms of hardware or software. With a view that "the mind is a system always evolving", ideas inspired by many branches of studies related to brain science are integrated within the text, i.e. artificial intelligence, cognitive science / psychology, connectionism, consciousness studies, general neuroscience, linguistics, pattern recognition / data clustering, robotics, and signal processing.

Produktdetails

• Studies in Computational Intelligence 1
• Verlag: Springer / Springer Berlin Heidelberg / Springer, Berlin
• Artikelnr. des Verlages: 978-3-540-26072-1
• 2005
• Seitenzahl: 292
• Erscheinungstermin: 25. August 2005
• Englisch
• Abmessung: 241mm x 160mm x 22mm
• Gewicht: 612g
• ISBN-13: 9783540260721
• ISBN-10: 3540260722
• Artikelnr.: 14700346

Autorenporträt

Tetsuya Hoya, RIKEN Brain Science Lab., Saitama, Japan

Inhaltsangabe

Part I: The Neural Foundations.- From Classical Connectionist Models to Probabilistic / Generalised Regression Neural Networks (PNNs / GRNNs).- The Kernel Memory Concept - A Paradigm Shift from Conventional Connectionism.- The Self-Organising Kernel Memory (SOKM).- Part II: Artificial Mind Systems.- The Artificial Mind System (AMS), Modules, and their Interactions.- Sensation and Perception Modules.- Learning in the AMS Context.- Memory Modules and the Innate Structure.- Language and Thinking Modules.- Modelling Abstract Notions Relevant to the Mind and Associated Modules.- Epilogue - Towards Developing a Realistic Sense of Artificial Intelligence.