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Evolving Connectionist Systems / Nikola Kasabov

£34.99

Product description

Subtitle: Methods and Applications in Bioinformatics, Brain Study and Intelligent Machines. Publication date: 2003. Condition: Very good - almost as new. The cover is in very good condition with ittle wear. Internally the book is in very good condition - almost as new. Content: Many methods and models have been proposed for solving difficult problems such as prediction, planning and knowledge discovery in application areas such as bioinformatics, speech and image analysis. Most, however, are designed to deal with static processes which will not change over time. Some processes - such as speech, biological information and brain signals - are not static, however, and in these cases different models need to be used which can trace, and adapt to, the changes in the processes in an incremental, on-line mode, and often in real time. This book presents generic computational models and techniques that can be used for the development of evolving, adaptive modelling systems. The models and techniques used are connectionist-based (as the evolving brain is a highly suitable paradigm) and, where possible, existing connectionist models have been used and extended. The first part of the book covers methods and techniques, and the second focuses on applications in bioinformatics, brain study, speech, image, and multimodal systems. It also includes an extensive bibliography and an extended glossary. Evolving Connectionist Systems is aimed at anyone who is interested in developing adaptive models and systems to solve challenging real world problems in computing science or engineering. It will also be of interest to researchers and students in life sciences who are interested in finding out how information science and intelligent information processing methods can be applied to their domains.

Item details

Condition:
Used: very good
Dimensions:
15.5 x 23.5 x 2 cm
Format:
Paperback
ISBN-10:
1852334002
ISBN-13:
9781852334000
Number of pages:
307
Publisher:
Springer

Standard UK Delivery £3.95 per order

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About this item

Subtitle: Methods and Applications in Bioinformatics, Brain Study and Intelligent Machines. Publication date: 2003. Condition: Very good - almost as new. The cover is in very good condition with ittle wear. Internally the book is in very good condition - almost as new. Content: Many methods and models have been proposed for solving difficult problems such as prediction, planning and knowledge discovery in application areas such as bioinformatics, speech and image analysis. Most, however, are designed to deal with static processes which will not change over time. Some processes - such as speech, biological information and brain signals - are not static, however, and in these cases different models need to be used which can trace, and adapt to, the changes in the processes in an incremental, on-line mode, and often in real time. This book presents generic computational models and techniques that can be used for the development of evolving, adaptive modelling systems. The models and techniques used are connectionist-based (as the evolving brain is a highly suitable paradigm) and, where possible, existing connectionist models have been used and extended. The first part of the book covers methods and techniques, and the second focuses on applications in bioinformatics, brain study, speech, image, and multimodal systems. It also includes an extensive bibliography and an extended glossary. Evolving Connectionist Systems is aimed at anyone who is interested in developing adaptive models and systems to solve challenging real world problems in computing science or engineering. It will also be of interest to researchers and students in life sciences who are interested in finding out how information science and intelligent information processing methods can be applied to their domains.

Condition:
Used: very good
Dimensions:
15.5 x 23.5 x 2 cm
Format:
Paperback
ISBN-10:
1852334002
ISBN-13:
9781852334000
Number of pages:
307
Publisher:
Springer

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