Neural Networks for Vision, Speech and Natural Language

Neural Networks for Vision, Speech and Natural Language
Author :
Publisher : Springer Science & Business Media
Total Pages : 450
Release :
ISBN-10 : 9789401123600
ISBN-13 : 9401123608
Rating : 4/5 (00 Downloads)

Book Synopsis Neural Networks for Vision, Speech and Natural Language by : R. Linggard

Download or read book Neural Networks for Vision, Speech and Natural Language written by R. Linggard and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of chapters describing work carried out as part of a large project at BT Laboratories to study the application of connectionist methods to problems in vision, speech and natural language processing. Also, since the theoretical formulation and the hardware realization of neural networks are significant tasks in themselves, these problems too were addressed. The book, therefore, is divided into five Parts, reporting results in vision, speech, natural language, hardware implementation and network architectures. The three editors of this book have, at one time or another, been involved in planning and running the connectionist project. From the outset, we were concerned to involve the academic community as widely as possible, and consequently, in its first year, over thirty university research groups were funded for small scale studies on the various topics. Co-ordinating such a widely spread project was no small task, and in order to concentrate minds and resources, sets of test problems were devised which were typical of the application areas and were difficult enough to be worthy of study. These are described in the text, and constitute one of the successes of the project.


Neural Networks for Vision, Speech and Natural Language Related Books

Neural Network Methods for Natural Language Processing
Language: en
Pages: 20
Authors: Yoav Goldberg
Categories: Computers
Type: BOOK - Published: 2022-06-01 - Publisher: Springer Nature

DOWNLOAD EBOOK

Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The fi
Neural Networks for Vision, Speech and Natural Language
Language: en
Pages: 450
Authors: R. Linggard
Categories: Technology & Engineering
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This book is a collection of chapters describing work carried out as part of a large project at BT Laboratories to study the application of connectionist method
Deep Learning in Natural Language Processing
Language: en
Pages: 338
Authors: Li Deng
Categories: Computers
Type: BOOK - Published: 2018-05-23 - Publisher: Springer

DOWNLOAD EBOOK

In recent years, deep learning has fundamentally changed the landscapes of a number of areas in artificial intelligence, including speech, vision, natural langu
Deep Learning for Natural Language Processing
Language: en
Pages: 413
Authors: Jason Brownlee
Categories: Computers
Type: BOOK - Published: 2017-11-21 - Publisher: Machine Learning Mastery

DOWNLOAD EBOOK

Deep learning methods are achieving state-of-the-art results on challenging machine learning problems such as describing photos and translating text from one la
Embeddings in Natural Language Processing
Language: en
Pages: 177
Authors: Mohammad Taher Pilehvar
Categories: Computers
Type: BOOK - Published: 2020-11-13 - Publisher: Morgan & Claypool Publishers

DOWNLOAD EBOOK

Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP). Encoding information into a low-dimensional ve