Table of contents for Exploratory analysis and data modeling in functional neuroimaging / edited by Friedrich T. Sommer, Andrzej Wichert.

Bibliographic record and links to related information available from the Library of Congress catalog. Note: Electronic data is machine generated. May be incomplete or contain other coding.


   Series Foreword

              Manfred Spitzer


1 Theories, Data Analysis, and Simulation Models in
   Neuroimaging-An Overview
              Friedrich T. Sommer, Judith A. Hirsch, and Andrzej

I fMRI Data Analysis and Experimental Designs

2 Exploratory Analysis of fMRI Data by Fuzzy Clustering-
  Philosophy, Strategy, Tactics, Implementation
              Ray L. Somorjai and Mark Jarmasz

3 Testing Competing Hypotheses about Single Trial fMRI
              Lars Kai Hansen, Archana Purushotham, and Seong-Gi

4 Deterministic and Stochastic Features of fMRI Data:
  Implications for Data Averaging
              Martin J. McKeown

5 Exploratory Analysis of Event-Related fMRI Demonstrated
  in a Working Memory Study
              Andrzej Wichert, Henrik Walter, Jo Grothe, Birgit Abler,
              and Friedrich T. Sommer

6 Functional Magnetic Resonance Imaging Adaptation: A
  Technique for Studying the Properties of Neuronal Networks
              Andreas S. Tolias, Zoe Kourtzi, and Nikos K. Logothetis


II EGM/MEG Data Analysis

7 Independent Components of Magnetoencephalography:
              Akaysha C. Tang and Barak A. Pearlmutter

8 Blind Decomposition of Multimodal Evoked Responses
   and DC Fields
              Ricardo Vigdrio, Andreas Ziehe, Klaus-Robert Miiller,
              Gerd Wiibbeler, Lutz Trahms, Bruno-Marcel Mackert,
              Gabriel Curio, Veikko Jousmaki, Jaakko Sareld, and
              Erkki Oja

III Combination EEG/MEG and fMRI

9 Having Your Voxels and Timing Them Too?
              Scott Makeig, Tzyy-Ping Jung, and Terrence J. Sejnowski

10 Recording of Evoked Potentials during Functional MRI
              Frithjof Kruggel and Christoph S. Herrmann

IV Models Integrating Neurophysiology and Functional Imaging

11 Synthetic PET Imaging for Grasping: From Primate Neuro-
  physiology to Human Behavior
              Michael A. Arbib, Andrew H. Fagg, and Scott T. Grafton

12 The Use of Large-Scale Modeling for Interpreting Human
  Brain Imaging Experiments
              M-A. Tagamets and Barry Horwitz

13 Large-Scale Networks in Learning Analyzed with Partial
  Least Squares
              Hemanth P. Nair and Francisco Gonzalez-Lima


Library of Congress Subject Headings for this publication: Nervous system Imaging Data processing, Nervous system Imaging Mathematics