Artificial Mind System: Kernel Memory Approach

Artificial Mind System: Kernel Memory Approach

by Tetsuya Hoya


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Artificial Mind System: Kernel Memory Approach by Tetsuya Hoya

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.

Product Details

ISBN-13: 9783642424724
Publisher: Springer Berlin Heidelberg
Publication date: 11/07/2014
Series: Studies in Computational Intelligence , #1
Edition description: 2005
Pages: 270
Product dimensions: 6.10(w) x 9.25(h) x 0.02(d)

Table of Contents

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.

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