Artificial Mind System

Kernel Memory Approach

Tetsuya Hoya (Autor)

Buch | Softcover

XXI, 270 Seiten

2014
Springer Berlin (Verlag)
978-3-642-42472-4 (ISBN)

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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.

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.

Erscheint lt. Verlag	8.11.2014
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XXI, 270 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	456 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Algebra
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Medizin / Pharmazie
	Naturwissenschaften ► Biologie
	Naturwissenschaften ► Physik / Astronomie
	Technik ► Maschinenbau
	Technik ► Medizintechnik
	Technik ► Umwelttechnik / Biotechnologie
Schlagworte	Artificial Intelligence • Cognition • cognitive science • creating the brain • Intelligence • learning • Linguistics • Mind • Model • Modeling • Neural networks • Regression • robot • Robotics • Signal
ISBN-10	3-642-42472-4 / 3642424724
ISBN-13	978-3-642-42472-4 / 9783642424724
Zustand	Neuware