Artificial Cognition Architectures

by James Crowder, John N. Carbone, Shelli Friess

Overview

The goal of this book is to establish the foundation, principles, theory, and concepts that are the backbone of real, autonomous Artificial Intelligence. Presented here are some basic human intelligence concepts framed for Artificial Intelligence systems. These include concepts like Metacognition and Metamemory, along with architectural constructs for Artificial Intelligence versions of human brain functions like the prefrontal cortex. Also presented are possible hardware and software architectures that lend themselves to learning, reasoning, and self-evolution

Product Details

ISBN-13:	9781489989031
Publisher:	Springer New York
Publication date:	08/23/2015
Edition description:	Softcover reprint of the original 1st ed. 2014
Pages:	263
Product dimensions:	6.10(w) x 9.25(h) x 0.02(d)

About the Author

James A. Crowder, PhD is Chief Engineer, Advanced Programs at Raytheon.

John N. Carbone, PhD is Technical Director, Tactical Intelligence Systems & Enterprise Group at Raytheon.

Shelli A. Friess, MA, NCC is a psychotherapist with a private practice.        

Table of Contents

Introduction.- The Information Continuum.- The Psychology of Artificial Intelligence.- Cognitive Intelligence and the Brain: Synthesizing Human Brain Functions.- Artificial Memory Systems.- Artificial Consciousness.- Learning in an Artificial Cognitive System.- Synthetic Reasoning.- Artificial Cognitive System Architectures.- Artificial Cognitive Software Architectures.- SELF Physical Architectures.- Cyber Security within a Cognitive Architecture.- Conclusions and Next Steps.