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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.
This book covers the evolving telecommunications technology which
will allow the telecoms network to carry sound, vision, text and
computer signals. It examines both the equipment available today
and the future possibilities raised by recent developments.
This text is written by researchers at BT Laboratories and at
universities who have investigated a set of problems in vision,
speech and natural language. It presents a diversity of approaches
to the solution of these problems, based on a range of neural
network paradigms. The book also includes sections on
implementation, which discuss some approaches to hardware
realization; and architectures, which describe new ideas and
algorithms. The findings discussed here should be of interest not
only to those working in the applications areas discussed, but also
to people working more widely in the field of neural networks. This
book should be of interest to working researchers and graduate
students in neural networks.
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