Artificial Cognition Architectures

ISBN-13: 9781489989031 / Angielski / Miękka / 2015 / 263 str.

James a. Crowder; John N. Carbone; Shelli a. Friess

Opis

This book presents human intelligence concepts such as Metacognition and Metamemory, framed for autonomous Artificial Intelligence systems. Discussion includes architectural constructs for AI versions of brain functions like the prefrontal cortex, and more.

Spis treści

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.

O autorze

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.        

Blurb

This book establishes the foundation, principles, theory, and concepts that are the backbone of real, autonomous Artificial Intelligence. Presented are some basic human intelligence concepts framed for Artificial Intelligence systems. These concepts include 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.