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Now, for the first time, publication of the landmark work in
backpropagation Scientists, engineers, statisticians, operations
researchers, and other investigators involved in neural networks
have long sought direct access to Paul Werbos's groundbreaking,
much-cited 1974 Harvard doctoral thesis, The Roots of
Backpropagation, which laid the foundation of backpropagation. Now,
with the publication of its full text, these practitioners can go
straight to the original material and gain a deeper, practical
understanding of this unique mathematical approach to social
studies and related fields. In addition, Werbos has provided three
more recent research papers, which were inspired by his original
work, and a new guide to the field. Originally written for readers
who lacked any knowledge of neural nets, The Roots of
Backpropagation firmly established both its historical and
continuing significance as it:
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