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Series Foreword Foreword Manfred Spitzer Preface 1 Theories, Data Analysis, and Simulation Models in Neuroimaging-An Overview Friedrich T. Sommer, Judith A. Hirsch, and Andrzej Wichert 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 Kim 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: Localization 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-LimaLibrary of Congress Subject Headings for this publication: Nervous system Imaging Data processing, Nervous system Imaging Mathematics