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Computational Intelligence Techniques in Diagnosis of Brain Diseases

  • Sasikumar Gurumoorthy
  • Naresh Babu Muppalaneni
  • Xiao-Zhi Gao

Part of the SpringerBriefs in Applied Sciences and Technology book series (BRIEFSAPPLSCIENCES)

Also part of the SpringerBriefs in Forensic and Medical Bioinformatics book sub series (BRIEFSFOMEBI)

Table of contents

  1. Front Matter
    Pages i-xi
  2. Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao
    Pages 1-12
  3. Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao
    Pages 13-32
  4. Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao
    Pages 33-46
  5. Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao
    Pages 47-60
  6. Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao
    Pages 61-70

About this book

Introduction

This book highlights a new biomedical signal processing method of extracting a specific underlying signal from possibly noisy multi-channel recordings, and shows that the method is suitable for extracting independent components from the measured electroencephalogram (EEG) signal. The system efficiently extracts memory spindles and is also effective in Alzheimer seizures. Current developments in computer hardware and signal processing have made it possible for EEG signals or “brain waves” to communicate between humans and computers – an area that can be extended for use in this domain.

Keywords

Epilepsy Captures Artificial Neural Networks (ANN) Electroencephalogram (EEG) Alzheimer’s Disease Back Propagation Network (BPN) Mean Relative Error (MRE) Support Vector Machine (SVM) Noisy Multi-channel Recordings Brain Waves Human Computer Interaction

Authors and affiliations

  • Sasikumar Gurumoorthy
    • 1
  • Naresh Babu Muppalaneni
    • 2
  • Xiao-Zhi Gao
    • 3
  1. 1.Department of Computer Science and Systems EngineeringSree Vidyanikethan Engineering CollegeTirupatiIndia
  2. 2.Department of Computer Science and Systems EngineeringSree Vidyanikethan Engineering CollegeTirupatiIndia
  3. 3.Machine Vision and Pattern Recognition LaboratoryLappeenranta University of TechnologyLappeenrantaFinland

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-10-6529-3
  • Copyright Information The Author(s) 2018
  • Publisher Name Springer, Singapore
  • eBook Packages Engineering
  • Print ISBN 978-981-10-6528-6
  • Online ISBN 978-981-10-6529-3
  • Series Print ISSN 2191-530X
  • Series Online ISSN 2191-5318
  • Buy this book on publisher's site
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