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The best part about the monograph, is its intimate quality. It reads as a conversation, or a presentation. I very much appreciate that fluidity.
The best part about the monograph, is its intimate quality. It reads as a conversation, or a presentation. I very much appreciate that fluidity.
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The reader would do well to concentrate on the chapter-end problems in this text.
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The basic neural network steps include: model process (e.g. manufacturing), gather data, pre-process data, compile, link & run the neural network code, let it iterate & learn, analyse output data sets, then use to hard-code a PID-controller (say). Even a 486-66/Win3.1/16MB RAM CPU can readily handle 25 variable/1000+ data point (pultrusion) manufacturing process (1994). As I often tend to use fuzzy-pre processing, and C/C++ for hacking demonstrators, the combined treatment of fuzzy logic, C++ and neural networks works very well.
Topics include: fuzzy logic introduction, constructing a neural network, C++ and object orientation, models and Adaptive Resonance Theory (ART), learning, self organization & resonance, backpropogation and non-linear optimization, Bidirectional Associative Memory (BAM), Fuzzy Associative Memory (FAM), and applications for financial modelling.
Weaknesses include: the now dated and programming-novice unfriendly software, and the ultimately limited software- far better when you are experienced to use MATLAB with neural networks toolbox for developing fast, usable networks.
Overall, the style is approachable, and the content readily understandable and usable by the typical professional engineer/graduate engineering student audience. This book includes much helpful annotated pseudo-code, examples, references, defined terms, and mathematical explanations.
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The 57 pages of "front matter" is a unique feature of this dictionary. In "About this Dictionary," the author identifies his target audience and talks about how to use this dictionary, the ambiguity in defining what constitutes Telugu script, the alphabetical order in Telugu, and such other matters. Chapter 2 deals with the topic of Telugu as a language, the variations and dialects thereof and the difficulties in standardizing Telugu. Chapter 3 looks at the possibilities in simplifying Telugu script and Telugu spelling. Chapter 4 is a collection of miscellaneous things that would be of interest to a science student: the Greek alphabet, the Metric system of weights and measures, conversions from Metric to traditional measures, conventions used in naming chemicals, stars, plants and animals, prefixes and suffixes. Chapter 5 explains the transliteration system used to transliterate Telugu in Roman script. Chapter 6 is a brief introduction to pronunciation. In The "Usage Notes" inserted in boxes in the English-Telugu part should help the reader appreciate the subtle differences in the use of related English words.
The usage of many words is illustrated with examples. Synonyms, antonyms and etymological derivations are given are given only sometimes. Most of the time one-word translations are given rather than elaborate explanations. It would have been more useful if the author gave etymological derivations for all the newly coined words.
Of the 47 books cited as sources, 16 are dictionaries and glossaries of some kind. One book is on lexicography, 7 books are on grammar, style and translations, 10 are popular science books, and the rest represent a miscellaneous assortment of topics.
One criticism that can be leveled against this work is the extensive dependence on Sanskrit words or words derived from Sanskrit, although the author tried to explain this away as "inevitable" in his "front matter". If Sanskrit is as alien as English to a majority why not use English words as is? The author also addressed this in his "front matter." Therefore, it is essential that the user understand where the author is coming from.
While reviewing a book of this kind, one question that invariably arises is, "why another dictionary?" Brown's dictionary is about 150 years old. Sankarnarayan's is about 70 years and many of the meanings given in it are no longer current. Information technology and biotechnology revolutions have added innumerable new words to our lexicon. There is a constant need to update our dictionaries. This is a job that should have been taken up within Andhra Pradesh (India) either by the Telugu Akademi or Telugu University, but it has not been done. It is heartening to see that a non-resident-Indian, living in the United States, took this task upon himself. How well did the author succeed? The author admitted that a work of this kind is necessarily incomplete. Are there any errors of omission and commission? Yes, there are. I noticed some spelling errors both in English and Telugu, lapses into British spelling, and semantic errors here and there. These errors should be corrected in the next edition.
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