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Artificial Neural Networks and Their Application to Sequence Recognition by Yoshua Benglo
Sequence recognition is a crucial element in many applications in the fields of speech analysis and recognition, time-series prediction, control and signal monitoring. This book applies the techniques of neural networks and hidden Markov models to problems of pattern and speech recognition, using real-world examples throughout.Highlights include the incorporation of domain knowledge with learning from examples, the description of contemporary advances such as recurrent neural networks, hybrids with hidden Markov models, and a thorough but straightforward use of mathematics. Neural Networks for Speech and Sequence Recognition will prove valuable to researchers and graduate students alike.
Hardcover
First published January 1, 1996
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About the author
Yoshua Bengio
8Ìýbooks41ÌýfollowersYoshua Bengio is Professor of Computer Science at the Université de Montréal.
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