Connectionists: New Book: Natural and Artificial Intelligence: Introduction to Computational Brain-Mind
Juyang Weng
weng at cse.msu.edu
Thu Nov 8 00:28:23 EST 2012
Dear colleagues,
You might be interested in this new book about the connectionist brain-mind.
-John
BMI Press <http://www.brain-mind-institute.org/press.html>
New Book
NAI-Front-Cover
<http://www.brain-mind-institute.org/images/NAI-FrontCover.jpg>
Natural and Artificial Intelligence
Introduction to Computational Brain-Mind
/Juyang Weng/ <http://www.cse.msu.edu/%7Eweng/>
BMI Press <http://www.brain-mind-institute.org/press.html>, 2012
Hardcover, 445 pages, 104 illustrations
Monograph and textbook with problems & math appendix
Instructors contact the author for the instructor's package
ISBN: 978-0-9858757-2-5
Price $65
Download the beginning in pdf
<http://www.brain-mind-institute.org/images/NAI-Front-Matter.pdf>
NAI-Back-Cover
<http://www.brain-mind-institute.org/images/NAI-BackCover.jpg>
About the book
The mind is what the brain does. This book tries to map a mind model to
the corresponding brain so as to not only deepen our understanding of
both the brain and the mind, but also unveil computational
underpinnings. That is why the words "Brain-Mind" are hyphenated in the
title.
This volume strives to unify natural intelligence with artificial
intelligence. It approaches intelligence through not only what
intelligence is but also how intelligence arises.
Examples of disciplinary questions related to the material in this book:
* Biology: How does each autonomous cell interact with the environment
to give rise to animal behaviors, and what cellular roles is the
genome likely to play?
* Neuroscience: From an overarching perspective, how does a brain
self-wire, perform top-down attention, and develop its functions?
* Psychology: How does an integrated brain architecture accomplish
multiple psychological learning models and develop brain's external
behaviors?
* Computer Science: How does a brain-like network compute, adapt,
reason, and generalize, and how is the automaton theory related to
the brain-like network?
* Electrical Engineering: How does a brain-like network perform
general-purpose, nonlinear, feedback sensing-and-control, beyond
traditional nonlinear control?
* Mathematics: How does a brain-like network perform general-purpose,
nonlinear optimization, and how does a brain realize emergent
functionals?
* Physics: How do meanings arise from physics, and how does a
brain-like network treat space and time in a unified way,
reminiscent of relativity?
* Social sciences: How do computational principles of human brains
provide insight into possible solutions to a variety of social and
political problems?
Short bio about the author
Juyang Weng received his BS degree from Fudan University, and MS and PhD
degrees from University of Illinois, Urbana-Champaign, all in Computer
Science. He is a professor at the Dept. of Computer Science and
Engineering, a faculty member of the Cognitive Science Program and the
Neuroscience Program, Michigan State University, East Lansing, Michigan,
USA. He is a fellow of IEEE.
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