Skip to content

Viveksoni.net

PDF EPUB Library of e-Books

  • Home
  • Privacy Policy
  • Contact
  • Cookie Privacy Policy
  • DMCA
  • Terms of Use
  • Toggle search form

The Roots of Backpropagation

The Roots of Backpropagation
Author : Paul John Werbos
Publisher : John Wiley & Sons
Total Pages : 340
Release : 1994-03-31
ISBN 10 : 0471598976
ISBN 13 : 9780471598978
Language : EN, FR, DE, ES & NL
GET BOOK

The Roots of Backpropagation Book Description:

Now, for the first time, publication of the landmark work inbackpropagation! Scientists, engineers, statisticians, operationsresearchers, and other investigators involved in neural networkshave long sought direct access to Paul Werbos's groundbreaking,much-cited 1974 Harvard doctoral thesis, The Roots ofBackpropagation, which laid the foundation of backpropagation. Now,with the publication of its full text, these practitioners can gostraight to the original material and gain a deeper, practicalunderstanding of this unique mathematical approach to socialstudies and related fields. In addition, Werbos has provided threemore recent research papers, which were inspired by his originalwork, and a new guide to the field. Originally written for readerswho lacked any knowledge of neural nets, The Roots ofBackpropagation firmly established both its historical andcontinuing significance as it: * Demonstrates the ongoing value and new potential ofbackpropagation * Creates a wealth of sound mathematical tools useful acrossdisciplines * Sets the stage for the emerging area of fast automaticdifferentiation * Describes new designs for forecasting and control which exploitbackpropagation * Unifies concepts from Freud, Jung, biologists, and others into anew mathematical picture of the human mind and how it works * Certifies the viability of Deutsch's model of nationalism as apredictive tool--as well as the utility of extensions of thiscentral paradigm "What a delight it was to see Paul Werbos rediscover Freud'sversion of 'back-propagation.' Freud was adamant (in The Projectfor a Scientific Psychology) that selective learning could onlytake place if the presynaptic neuron was as influenced as is thepostsynaptic neuron during excitation. Such activation of bothsides of the contact barrier (Freud's name for the synapse) wasaccomplished by reducing synaptic resistance by the absorption of'energy' at the synaptic membranes. Not bad for 1895! But Werbos1993 is even better." --Karl H. Pribram Professor Emeritus,Stanford University

Related Books:

The Roots of Backpropagation
Language: en
Pages: 340

The Roots of Backpropagation

Authors: Paul John Werbos
Categories: Computers
Type: BOOK - Published: 1994-03-31 - Publisher: John Wiley & Sons

Now, for the first time, publication of the landmark work inbackpropagation! Scientists, engineers, statisticians, operationsresearchers, and other investigator
The Future of the Artificial Mind
Language: en
Pages: 276

The Future of the Artificial Mind

Authors: Alessio Plebe
Categories: Computers
Type: BOOK - Published: 2022-06-09 - Publisher: CRC Press

The Future of the Artificial Mind is about the social and technological challenges posed by the new wave of artificial intelligence, both from a technical and a
Trading on the Edge
Language: en
Pages: 426

Trading on the Edge

Authors: Guido J. Deboeck
Categories: Business & Economics
Type: BOOK - Published: 1994-04-18 - Publisher: John Wiley & Sons

Experts from the world's major financial institutions contributed to this work and have already used the newest technologies. Gives proven strategies for using
Advances in Neural Networks - ISNN 2005
Language: en
Pages: 1055

Advances in Neural Networks - ISNN 2005

Authors: Jun Wang
Categories: Computers
Type: BOOK - Published: 2005-05-02 - Publisher: Springer

The three volume set LNCS 3496/3497/3498 constitutes the refereed proceedings of the Second International Symposium on Neural Networks, ISNN 2005, held in Chong
Neural Smithing
Language: en
Pages: 359

Neural Smithing

Authors: Russell Reed
Categories: Computers
Type: BOOK - Published: 1999-02-17 - Publisher: MIT Press

Artificial neural networks are nonlinear mapping systems whose structure is loosely based on principles observed in the nervous systems of humans and animals. T
Automatic Differentiation: Applications, Theory, and Implementations
Language: en
Pages: 370

Automatic Differentiation: Applications, Theory, and Implementations

Authors: H. Martin Bücker
Categories: Computers
Type: BOOK - Published: 2006-02-03 - Publisher: Springer Science & Business Media

Covers the state of the art in automatic differentiation theory and practice. Intended for computational scientists and engineers, this book aims to provide ins
Advanced Data Science and Analytics with Python
Language: en
Pages: 384

Advanced Data Science and Analytics with Python

Authors: Jesus Rogel-Salazar
Categories: Business & Economics
Type: BOOK - Published: 2020-05-05 - Publisher: CRC Press

Advanced Data Science and Analytics with Python enables data scientists to continue developing their skills and apply them in business as well as academic setti
The Application of Neural Networks in the Earth System Sciences
Language: en
Pages: 189

The Application of Neural Networks in the Earth System Sciences

Authors: Vladimir M. Krasnopolsky
Categories: Science
Type: BOOK - Published: 2013-06-14 - Publisher: Springer Science & Business Media

This book brings together a representative set of Earth System Science (ESS) applications of the neural network (NN) technique. It examines a progression of atm
World Congress on Neural Networks
Language: en
Pages: 1128

World Congress on Neural Networks

Authors: Paul Werbos
Categories: Psychology
Type: BOOK - Published: 2021-09-10 - Publisher: Routledge

Centered around 20 major topic areas of both theoretical and practical importance, the World Congress on Neural Networks provides its registrants -- from a dive
Why We Lie
Language: en
Pages: 256

Why We Lie

Authors: David Livingstone Smith
Categories: Science
Type: BOOK - Published: 2007-08-07 - Publisher: Macmillan

Deceit, lying, and falsehoods lie at the very heart of our cultural heritage. Even the founding myth of the Judeo-Christian tradition, the story of Adam and Eve

Full Books

  • Kombucha Rediscovered!
  • United States Army Aviators’ Equipment, 1917-1945
  • Staring at the Sun
  • Matrices: Algebra, Analysis And Applications
  • Time Series Analysis for the Social Sciences
  • British Bricks
  • Schnellboot. Type S-38 and S-100
  • Wilts and Berks Canal Revisited
  • Catalogue Of The St. Louis Mercantile Library
  • Stay Smart Workbook
  • Hands-On Unsupervised Learning with Python
  • Rise and Fall of EMI Records, The
  • Risky Rewards
  • Curatorial Dreams
  • Jurist in Context
  • Dick Cole’s War
  • Managing Next Generation Networks and Services
  • An Atlas of Geographical Wonders
  • Bibliotheca Americana, 1893 [microform]
  • The Official Laboratory Research Notebook

Copyright © 2023 Viveksoni.net.

Powered by PressBook Media WordPress theme