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  • © 2018

Hippocampal Microcircuits

A Computational Modeler's Resource Book

  • Presents snapshots of experimental evidence
  • Targets exclusive audience interested in developing microcircuit models of the hippocampus
  • Suggests a pedagogic methodology approach of modeling microcircuits
  • Discusses the latest experimental and computational research
  • Explores areas for future research

Part of the book series: Springer Series in Computational Neuroscience (NEUROSCI)

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Table of contents (27 chapters)

  1. Front Matter

    Pages i-xvii
  2. Part I

    1. Front Matter

      Pages 1-3
    2. Connectivity of the Hippocampus

      • Menno P. Witter
      Pages 5-28
    3. Morphology of Hippocampal Neurons

      • Imre Vida, Claudius E. Degro, Sam A. Booker
      Pages 29-90
    4. Physiological Properties of Hippocampal Neurons

      • Marco Martina, Cheng-Chang Lien
      Pages 91-126
    5. Fast and Slow GABAergic Transmission in Hippocampal Circuits

      • Marlene Bartos, Jonas-Frederic Sauer, Imre Vida, Ákos Kulik
      Pages 159-200
    6. Neuromodulation of Hippocampal Cells and Circuits

      • J. Josh Lawrence, Stuart Cobb
      Pages 227-325
    7. Cell Type-Specific Activity During Hippocampal Network Oscillations In Vitro

      • Tengis Gloveli, Sam A. Booker, Nancy Kopell, Tamar Dugladze
      Pages 327-364
  3. Part II

    1. Front Matter

      Pages 437-440
    2. Systematic Data Mining of Hippocampal Synaptic Properties

      • Keivan Moradi, Giorgio A. Ascoli
      Pages 441-471
    3. A Model of Spatial Reach in LFP Recordings

      • Henrik Lindén, Tom Tetzlaff, Szymon Łeski, Klas H. Pettersen, Sonja Grün, Markus Diesmann et al.
      Pages 509-533
    4. Computational Models of Grid Cell Firing

      • Daniel Bush, Christoph Schmidt-Hieber
      Pages 585-613
    5. Modeling Synaptic Plasticity in Hippocampus: A Calcium-Based Approach

      • Michael Graupner, Nicolas Brunel
      Pages 615-644

About this book

This is the 2nd edition of a very well received and popular book that reflects the current state-of-the-art of the ongoing research avenues concerning the hippocampus and processing units bridging the gap between single cell activity, network activity and global brain function. It aims to provide a methodology to anyone interested in developing microcircuit level models of the hippocampus. 

The book is divided into two thematic areas: (I) Experimental background and (II) Computational analysis. In part I, leading experimental neuroscientists discuss the morphological, physiological and molecular characteristics as well as the connectivity and synaptic properties of the various cell types found in the hippocampus. Behaviour-related ensemble activity patterns of morphologically identified neurons in anesthetized and freely moving animals provide insights on the function of the hippocampal areas. In part II, computational neuroscientists present models of thehippocampal microcircuits at various levels of detail (e.g. single cell level, network level, etc.). Synaptomics and connectomics models of hippocampal structures are initially discussed. Then, network models of memory, rhythm generation and spatial navigation are presented, followed by abstract and biophysical models of synaptic plasticity. Network models of hippocampal implicated disorders (epilepsy and schizophrenia) are then detailed and how their network topologies, connectivities and activities change in these diseases. Finally, two chapters are dedicated to describing simulator environments of single neurons and networks currently used by computational neuroscientists in developing their models and modelling tools to parametrically constrain them.     

This engaging volume is invaluable to experimental and computational neuroscientists, electrical engineers, physicists, mathematicians and others interested in developing microcircuit models of the hippocampus. Graduate level students and trainees in all of these fields can find this book a significant source of information.


Editors and Affiliations

  • School of Computer Science, University of Lincoln, Lincoln, UK

    Vassilis Cutsuridis

  • School of Natural Sciences, Department of Computing Science and Mathematics, University of Stirling, Stirling, UK

    Bruce P. Graham

  • Centre for Discovery Brain Sciences, University of Edinburgh, Edinburgh, UK

    Stuart Cobb

  • Institute for Integrative Neuroanatomy, Charité – Universitätsmedizin Berlin, Berlin, Germany

    Imre Vida

About the editors


Bibliographic Information

Buy it now

Buying options

eBook USD 219.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book USD 279.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access