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The Computer and the Brain (The Silliman Memorial Lectures Series), by John von Neumann
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This book, composed of material prepared for the Silliman Lectures by john von Neumann before his death, represents the views of one of the greatest mathematicians of the twentieth century on the analogies between computing machines adn the living human brain. He concludes that the brain operates in part digitally, in part analogically, but uses a peculiar statistical language unlike that employed in the operation of man-made computers.
- Sales Rank: #418597 in Books
- Published on: 1979-09-10
- Original language: English
- Number of items: 1
- Dimensions: .29" h x 5.13" w x 8.00" l, 1.10 pounds
- Binding: Paperback
- 96 pages
Amazon.com Review
Whether they think that artificial intelligence is impossible or inevitable, most people have highly polarized views on it. John von Neumann, genius, mathematician, and inventor of the nearly ubiquitous computer architecture that bears his name, blazed trails for both camps in The Computer and the Brain. This short book, which was written originally for Yale's Silliman lectures, but published posthumously, summarizes his views on machine and biological intelligence with unprecedented clarity and precision. His understanding of neuroscience was that of a brilliant and strongly motivated amateur at the end of the 1950s--good enough to take on the problem, but by no means matching his comprehension of the machines to which he had devoted much of his professional life. Still, his take on intracranial computation is stunningly prescient--he looks beyond the then-fashionable digital metaphors to suggest a semi-analog strategy that uses parallel processing to make up for its deficiency in speed. Prominent neuroscientific thinkers Paul M. Churchland and Patricia S. Churchland provide a brief, enlightening foreword to this second edition, placing the author's thinking in context and grounding the reader in the scientific milieu that gave rise to The Computer and the Brain. Although his computer architecture slowly is growing obsolete, von Neumann has given us a more lasting legacy in his thinking about thinking. --Rob Lightner
About the Author
At the time of his death in February 1957, John von Neumann, renowned for his theory of games and his work at the Electronic Computer Project at the Institute for Advanced Study, was serving as a member of the Atomic Energy Commission. Paul M. and Patricia S. Churchland are professors of philosophy at the University of California, San Diego.
Most helpful customer reviews
0 of 0 people found the following review helpful.
Four Stars
By Giuseppe Scavo
Very good book
1 of 2 people found the following review helpful.
The genius looks at where the inner workings of a genius is...
By Emre Sevinc
After 50 years, this book by the genius John von Neumann is still relevant in many aspects. I wish I had read this before I started my cognitive science education or before I have written my cog. sci. thesis. Neumann's insights into the architecture of the information processing of the brain is what many scientists today consider a nearly standard framework.
Anybody in interested in the intersection of computing science and brain research should read this short and sharp book, not only for its contents but also for Neumann's style.
24 of 24 people found the following review helpful.
Dated, but always worth reading von Neumann
By James Arvo
Von Neumann was one of the most celebrated and prolific mathematicians of the 20'th century; his contributions were legion, and always bore unmistakable creativity and elegance. "The Computer and the Brain" is a record of a lecture series that von Neumann delivered at Yale University in 1957. In these lectures, von Neumann set out to explore connections between computing hardware and their biological counterparts; brains. Von Neumann compared neurons with physical computing elements in terms of size, speed, heat dissipation, capacity, etc., in an attempt to discover what, if anything, could be said to unite them or to set them apart. He drew from what had been learned in designing computer instructions and memories in an attempt to glean some insight into what the brain might be doing. Ever the consummate mathematician, von Neumann was guarded in his statements, never over-reaching or confusing speculation with fact.
The ideas contained in these lectures will come as no great surprise to most scientists today; indeed, I would expect most to simply nod in agreement at most of von Neumann's observations. For example, von Neumann notes that neurons are essentially digital in that they have an all-or-nothing activation energy. However, it is interesting to see how seriously he pursues the idea that the brain may rely upon a mixture of analog and digital encodings; he took absolutely nothing for granted, and may well have been vastly ahead of his time.
Although von Neumann's many references to vacuum tubes and differential analyzers may seem archaic today, his central points remain essentially intact. I'm certain that von Neumann would have felt somewhat vindicated by the explosive advances in semiconductor devices (in both digital and analog incarnations), as well as in machine learning and neurobiology. One can perhaps view von Neumann's lectures as the first glimmerings of what would eventually become fruitful exchanges between computer science and various biological disciplines.
If you are looking for a discussion that will give you some insight into artificial intelligence, neural networks, or brain physiology, then I'm afraid you will likely be disappointed with this book. While many of von Neumann's observations may have been controversial at the time, they have for the most part moved quietly into the collective consciousness of scientists. However, if you have interest in either the historical development of these ideas, or in seeing how one of the preeminent minds of the 20'th century approached this vexing new problem, then it will be worth your time.
What I most enjoyed about this book is von Neumann's methodical and exceedingly cautious approach, coupled with his occasional willingness to speculate. As the vast majority of von Neumann's writings are accessible only to a very small audience, such as his enormously influential treatises on quantum mechanics, geometry, and game theory, and his pioneering work in areas such as functional analysis and operator theory, this little book is perhaps unique in that it lets you in on the ground floor.
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