Artificial Mind System: Kernel Memory Approach

By Tetsuya Hoya

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 3642424724
• ISBN13: 9783642424724
• Release Date: November 2014
• Publisher: Springer
• Length: 270 Pages
• Weight: 0.92 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"