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Computational Models for Neuroscience

Human Cortical Information Processing

  • Robert Hecht-Nielsen
  • Thomas McKenna

Table of contents

  1. Front Matter
    Pages i-xix
  2. Oleg V. Favorov, Joseph T. Hester, Douglas G. Kelly, Dan Ryder, Mark Tommerdahl
    Pages 25-64
  3. Robert Hecht-Nielsen
    Pages 85-124
  4. Jeffrey P. Sutton, Gary Strangman
    Pages 205-219
  5. John G. Taylor
    Pages 221-243
  6. N. R. Taylor, J. G. Taylor
    Pages 245-265
  7. Richard S. Zemel
    Pages 267-287
  8. Back Matter
    Pages 289-299

About this book

Introduction

Formal study of neuroscience (broadly defined) has been underway for millennia. For example, writing 2,350 years ago, Aristotle! asserted that association - of which he defined three specific varieties - lies at the center of human cognition. Over the past two centuries, the simultaneous rapid advancements of technology and (conse­ quently) per capita economic output have fueled an exponentially increasing effort in neuroscience research. Today, thanks to the accumulated efforts of hundreds of thousands of scientists, we possess an enormous body of knowledge about the mind and brain. Unfortunately, much of this knowledge is in the form of isolated factoids. In terms of "big picture" understanding, surprisingly little progress has been made since Aristotle. In some arenas we have probably suffered negative progress because certain neuroscience and neurophilosophy precepts have clouded our self-knowledge; causing us to become largely oblivious to some of the most profound and fundamental aspects of our nature (such as the highly distinctive propensity of all higher mammals to automatically seg­ ment all aspects of the world into distinct holistic objects and the massive reorganiza­ tion of large portions of our brains that ensues when we encounter completely new environments and life situations). At this epoch, neuroscience is like a huge collection of small, jagged, jigsaw puz­ zle pieces piled in a mound in a large warehouse (with neuroscientists going in and tossing more pieces onto the mound every month).

Keywords

artificial intelligence brain cerebral cortex computational intelligence computational neuroscience cortex information information processing intelligence intelligent systems knowledge modeling neural networks neuroscience psychology

Editors and affiliations

  • Robert Hecht-Nielsen
    • 1
    • 2
  • Thomas McKenna
    • 3
  1. 1.University of CaliforniaSan DiegoUSA
  2. 2.HNC Software IncSan DiegoUSA
  3. 3.Office of Naval ResearchArlingtonUSA

Bibliographic information