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Network Neuroscience

  • 1st Edition - September 20, 2016
  • Latest edition
  • Author: Flavio Fröhlich
  • Language: English

Studying brain networks has become a truly interdisciplinary endeavor, attracting students and seasoned researchers alike from a wide variety of academic backgrounds. What has be… Read more

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Description

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

Readership

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

Table of contents

NEURONS, SYNAPSES, AND CIRCUITS

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

MEASURING, PERTURBING, AND ANALYZING BRAIN NETWORKS

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

CORTICAL OSCILLATIONS

17. Low-Frequency Oscillations

18. Theta Oscillations

19. Alpha Oscillations

20. Beta Oscillations

21. Gamma Oscillations

22. High-Frequency Oscillations

NETWORK DISORDERS

23. Parkinson’s Disease

24. Epilepsy

25. Schizophrenia

26. Autism Spectrum Disorders

27. Major Depressive Disorder

TOOLBOXES
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

  • Edition: 1
  • Latest edition
  • Published: September 20, 2016
  • Language: English

About the author

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Flavio Fröhlich

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

View book on ScienceDirect

Read Network Neuroscience on ScienceDirect