New PDF release: DEEP LEARNING NEURAL NETWORKS: DESIGN AND CASE STUDIES

By Daniel Graupe

ISBN-10: 9813146443

ISBN-13: 9789813146440

ISBN-10: 9813146451

ISBN-13: 9789813146457

Deep studying Neural Networks is the quickest growing to be box in computer studying. It serves as a strong computational software for fixing prediction, determination, prognosis, detection and choice difficulties according to a well-defined computational structure. it's been effectively utilized to a huge box of purposes starting from laptop defense, speech attractiveness, picture and video attractiveness to business fault detection, scientific diagnostics and finance.

This entire textbook is the 1st within the new rising box. quite a few case reports are succinctly proven within the textual content. it's meant to be used as a one-semester graduate-level collage textual content and as a textbook for learn and improvement institutions in undefined, drugs and monetary research.

Contents:

  • Acknowledgements
  • Preface
  • Deep studying Neural Networks: technique and Scope
  • Basic techniques of Neural Networks
  • Back Propagation
  • The Cognitron and Neocognitron
  • Deep studying Convolutional Neural Networks
  • LAMSTAR-1 and LAMSTAR-2 Neural Networks
  • Other Neural Networks for Deep Learning
  • Case Studies
  • Concluding Comments
  • Problems
  • Appendices to Case stories of bankruptcy 8
  • Author Index
  • Subject Index

Readership: Researchers, teachers, execs, graduate and undergraduate scholars in desktop studying, synthetic intelligence, neural networks/networking, software program engineering, and of their functions in medication, safety engineering and monetary engineering.

Show description

Read or Download DEEP LEARNING NEURAL NETWORKS: DESIGN AND CASE STUDIES PDF

Similar computer systems analysis & design books

Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, by Robert Sedgewick PDF

Robert Sedgewick has completely rewritten and considerably elevated and up-to-date his renowned paintings to supply present and entire assurance of vital algorithms and information constructions. Christopher Van Wyk and Sedgewick have built new C++ implementations that either show the tools in a concise and direct demeanour, and likewise supply programmers with the sensible capacity to check them on actual functions.

Download e-book for iPad: Hardware Based Packet Classification for High Speed Internet by Chad R. Meiners,Alex X. Liu,Eric Torng

Established Packet class for prime velocity web Routers provides the newest advancements in established packet type algorithms and architectures. This booklet describes 5 tools which decrease the gap that classifiers occupy inside of TCAMs; TCAM Razor, All-Match Redundancy removing, Bit Weaving, Sequential Decomposition, and Topological adjustments.

Dan Craigen,Susan Gerhart's Industrial Applications of Formal Methods to Model, Design PDF

Formal equipment are mathematically-based recommendations, usually supported by means of reasoning instruments, which may provide a rigorous and potent method to version, layout and research computers. the aim of this examine is to guage foreign commercial event in utilizing formal tools. The circumstances chosen are consultant of industrial-grade initiatives and span a number of software domain names.

New PDF release: Growing Business Intelligence: An Agile Approach to

How will we permit our businesses to benefit from the usually major merits of BI and analytics, whereas while minimizing the fee and possibility of failure? during this ebook, it's not that i am going to attempt to be prescriptive; I will not inform you precisely the right way to construct your BI setting. as an alternative, i will specialize in a number of center ideas that might show you how to navigate the rocky shoals of BI structure and arrive at a vacation spot most fitted to your specific association.

Extra resources for DEEP LEARNING NEURAL NETWORKS: DESIGN AND CASE STUDIES

Sample text

Download PDF sample

DEEP LEARNING NEURAL NETWORKS: DESIGN AND CASE STUDIES by Daniel Graupe


by Jason
4.4

Rated 4.98 of 5 – based on 5 votes