Network Neuroscience

Network Neuroscience

1st Edition - September 20, 2016

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  • Author: Flavio Frohlich
  • eBook ISBN: 9780128015865
  • Paperback ISBN: 9780128015605

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Studying brain networks has become a truly interdisciplinary endeavor, attracting students and seasoned researchers alike from a wide variety of academic backgrounds. What has been lacking is an introductory textbook that brings together the different fields and provides a gentle introduction to the major concepts and findings in the emerging field of network neuroscience. Network Neuroscience is a one-stop-shop that is of equal use to the neurobiologist, who is interested in understanding the quantitative methods employed in network neuroscience, and to the physicist or engineer, who is interested in neuroscience applications of mathematical and engineering tools. The book spans 27 chapters that cover everything from individual cells all the way to complex network disorders such as depression and autism spectrum disorders. An additional 12 toolboxes provide the necessary background for making network neuroscience accessible independent of the reader’s background. Dr. Flavio Frohlich wrote this book based on his experience of mentoring dozens of trainees in the Frohlich Lab, from undergraduate students to senior researchers. The Frohlich lab pursues a unique and integrated vision that combines computer simulations, animal model studies, human studies, and clinical trials with the goal of developing novel brain stimulation treatments for psychiatric disorders. The book is based on a course he teaches at UNC that has attracted trainees from many different departments, including neuroscience, biomedical engineering, psychology, cell biology, physiology, neurology, and psychiatry. Dr. Frohlich has consistently received rave reviews for his teaching. With this book he hopes to make his integrated view of neuroscience available to trainees and researchers on a global scale. His goal is to make the book the training manual for the next generation of (network) neuroscientists, who will be fusing biology, engineering, and medicine to unravel the big questions about the brain and to revolutionize psychiatry and neurology.

Key Features

  • Easy-to-read, comprehensive introduction to the emerging field of network neuroscience
  • Includes 27 chapters packed with information on topics from single neurons to complex network disorders such as depression and autism
  • Features 12 toolboxes serve as primers to provide essential background knowledge in the fields of biology, mathematics, engineering, and physics


Researchers and graduate students in neuroscience, biomedical engineering, biology, psychology, neurology, and psychiatry who are interested in network neuroscience.

Table of Contents

    1. Membrane Voltage
    2. Dynamics of the Action Potential
    3. Synaptic Transmission
    4. Synaptic Plasticity
    5. Neuromodulators
    6. Neuronal Communication Beyond Synapses
    7. Microcircuits of the Neocortex
    8. Microcircuits of the Hippocampus

    9. Unit Activity
    10. LFP and EEG
    11. Optical Measurements and Perturbations
    12. Imaging Structural Networks With MRI
    13. Imaging Functional Networks With MRI
    14. Deep Brain Stimulation
    15. Noninvasive Brain Stimulation
    16. Network Interactions

    17. Low-Frequency Oscillations
    18. Theta Oscillations
    19. Alpha Oscillations
    20. Beta Oscillations
    21. Gamma Oscillations
    22. High-Frequency Oscillations

    23. Parkinson’s Disease
    24. Epilepsy
    25. Schizophrenia
    26. Autism Spectrum Disorders
    27. Major Depressive Disorder

    Toolbox Neurons, Toolbox Animal Models, Toolbox Neurology, Toolbox Psychiatry, Toolbox Matlab, Toolbox Electrical Circuits, Toolbox Differential Equations, Toolbox Dynamical Systems, Toolbox Graph Theory, Toolbox Modeling Neurons, Toolbox Physics of Electric Fields, Toolbox Time and Frequency

Product details

  • No. of pages: 482
  • Language: English
  • Copyright: © Academic Press 2016
  • Published: September 20, 2016
  • Imprint: Academic Press
  • eBook ISBN: 9780128015865
  • Paperback ISBN: 9780128015605

About the Author

Flavio Frohlich

Flavio Frohlich
Flavio Fröhlich, PhD is an Assistant Professor in Psychiatry, Cell Biology and Physiology, Biomedical Engineering, and Neurology at the University of North Carolina at Chapel Hill. Dr. Fröhlich is a leader in the emerging field of Network Neuroscience and has received interdisciplinary training (electrical engineering, computational neuroscience, neurophysiology) at world-leading institutions (ETH Zurich, Salk Institute, UCSD, Yale). His laboratory conducts basic and translational research in the field of network neuroscience. Dr. Fröhlich has received numerous awards, including the prestigious NIMH BRAINS award for studying cortical network dynamics. He teaches a highly successful course Network Neuroscience at UNC that is attended by undergraduate and graduate students, medical residents, postdoctoral researchers, and neuroscience faculty.

Affiliations and Expertise

Department of Psychiatry, School of Medicine, University of North Carolina, Chapel Hill, NC, USA

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