عنوان

Toward deep neural networks :

شابک

0429426445

شابک

0429760973

شابک

0429760981

شابک

042976099X

شابک

9780429426445

شابک

9780429760976

شابک

9780429760983

شابک

9780429760990

شابک اشتباه

1138387037

شابک اشتباه

9781138387034

عنوان اصلي

Toward deep neural networks :

نام عام مواد

[Book]

ساير اطلاعات عنواني

WASD neuronet models, algorithms, and applications /

نام نخستين پديدآور

Yunong Zhang, Dechao Chen, Chengxu Ye

محل نشرو پخش و غیره

Boca Raton, Florida :

نام ناشر، پخش کننده و غيره

CRC Press,

تاریخ نشرو بخش و غیره

[2019]

تاریخ نشرو بخش و غیره

©2019

نام خاص و کميت اثر

1 online resource (xxv, 342 pages)

عنوان فروست

Chapman & Hall/CRC artificial intelligence and robotics series

متن يادداشت

Includes bibliographical references and index

متن يادداشت

Single-input Euler-polynomial WASD neuronet -- Single-input Bernoulli-polynomial WASD neuronet -- Single-input Laguerre-polynomial WASD neuronet -- Two-input Legendre-polynomial WASD neuronet -- Two-input Chebyshev-polynomial-of-class-1 WASD neuronet -- Two-input Chebyshev-polynomial-of-class-2 WASD neuronet -- Three-input Euler-polynomial WASD neuronet -- Three-input Power-activation WASD neuronet -- Multi-input Euler-polynomial WASD neuronet -- Multi-input Bernoulli-polynomial WASD neuronet -- Multi-input Hermite-polynomial WASD neuronet -- Multi-input sine-activation WASD neuronet -- Application to Asian population prediction -- Application to European population prediction -- Application to Oceanian population prediction -- Application to Northern American population prediction -- Application to Indian subcontinent population prediction -- Application to world population prediction -- Application to Russian population prediction -- WASD neuronet versus BP neuronet applied to Russian population prediction -- Application to Chinese population prediction -- WASD neuronet versus BP neuronet applied to Chinese population prediction -- Application to USPD prediction -- Application to time series prediction -- Application to GFR estimation

بدون عنوان

0

متن يادداشت

Toward Deep Neural Networks: WASD Neuronet Models, Algorithms, and Applications introduces the outlook and extension toward deep neural networks, with a focus on the weights-and-structure determination (WASD) algorithm. Based on the authors' 20 years of research experience on neuronets, the book explores the models, algorithms, and applications of the WASD neuronet, and allows reader to extend the techniques in the book to solve scientific and engineering problems. The book will be of interest to engineers, senior undergraduates, postgraduates, and researchers in the fields of neuronets, computer mathematics, computer science, artificial intelligence, numerical algorithms, optimization, simulation and modeling, deep learning, and data mining. Features Focuses on neuronet models, algorithms, and applications Designs, constructs, develops, analyzes, simulates and compares various WASD neuronet models, such as single-input WASD neuronet models, two-input WASD neuronet models, three-input WASD neuronet models, and general multi-input WASD neuronet models for function data approximations Includes real-world applications, such as population prediction Provides complete mathematical foundations, such as Weierstrass approximation, Bernstein polynomial approximation, Taylor polynomial approximation, and multivariate function approximation, exploring the close integration of mathematics (i.e., function approximation theories) and computers (e.g., computer algorithms) Utilizes the authors' 20 years of research on neuronets

منبع سفارش / آدرس اشتراک

Ingram Content Group

شماره انبار

9780429760983

عنوان

Toward deep neural networks.

شماره استاندارد بين المللي کتاب و موسيقي

9781138387034

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

BUSINESS & ECONOMICS / Statistics

موضوع مستند نشده

COMPUTERS / General

موضوع مستند نشده

COMPUTERS / Machine Theory

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

BUS-- 061000

موضوع مستند نشده

COM-- 000000

موضوع مستند نشده

COM-- 037000

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Zhang, Yunong

مستند نام اشخاص تاييد نشده

Chen, Dechao

مستند نام اشخاص تاييد نشده

Ye, Chengxu

تاريخ عمليات

20200822162320.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y