An Overview of Neural Time Series Analyses

[1]  T. Yarkoni Psychoinformatics: New Horizons at the Interface of the Psychological and Computing Sciences , 2012 .

[2]  P. Fries A mechanism for cognitive dynamics: neuronal communication through neuronal coherence , 2005, Trends in Cognitive Sciences.

[3]  J. Lisman,et al.  The Theta-Gamma Neural Code , 2013, Neuron.

[4]  Hedderik van Rijn,et al.  Dissociable mechanisms underlying individual differences in visual working memory capacity , 2014, NeuroImage.

[5]  Inés Samengo,et al.  Bursts Generate a Non-Reducible Spike-Pattern Code , 2009, Front. Neurosci..

[6]  Xiao-Jing Wang Neurophysiological and computational principles of cortical rhythms in cognition. , 2010, Physiological reviews.

[7]  W. Singer,et al.  Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex. , 1989, Proceedings of the National Academy of Sciences of the United States of America.

[8]  G. Buzsáki,et al.  Memory, navigation and theta rhythm in the hippocampal-entorhinal system , 2013, Nature Neuroscience.

[9]  Kensuke Sekihara,et al.  Electromagnetic Brain Imaging , 2015, Springer International Publishing.

[10]  J. Palva,et al.  Discovering oscillatory interaction networks with M/EEG: challenges and breakthroughs , 2012, Trends in Cognitive Sciences.

[11]  T. Sejnowski,et al.  Removing electroencephalographic artifacts by blind source separation. , 2000, Psychophysiology.

[12]  Jürgen Kayser,et al.  On the benefits of using surface Laplacian (current source density) methodology in electrophysiology. , 2015, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[13]  Michael X. Cohen,et al.  A neural microcircuit for cognitive conflict detection and signaling , 2014, Trends in Neurosciences.

[14]  Gian Domenico Iannetti,et al.  Multiple linear regression to estimate time-frequency electrophysiological responses in single trials , 2015, NeuroImage.

[15]  Robert Oostenveld,et al.  An improved index of phase-synchronization for electrophysiological data in the presence of volume-conduction, noise and sample-size bias , 2011, NeuroImage.

[16]  S. Makeig,et al.  Mining event-related brain dynamics , 2004, Trends in Cognitive Sciences.

[17]  Michael X. Cohen,et al.  Single-Trial Regression Elucidates the Role of Prefrontal Theta Oscillations in Response Conflict , 2011, Front. Psychology.

[18]  M. Frank,et al.  Frontal theta as a mechanism for cognitive control , 2014, Trends in Cognitive Sciences.

[19]  G. Buzsáki,et al.  Neuronal Oscillations in Cortical Networks , 2004, Science.

[20]  Stefan Haufe,et al.  SPoC: A novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters , 2014, NeuroImage.

[21]  Michael X. Cohen,et al.  Five methodological challenges in cognitive electrophysiology , 2014, NeuroImage.

[22]  Lucas C. Parra,et al.  Joint decorrelation, a versatile tool for multichannel data analysis , 2014, NeuroImage.

[23]  P. Welch The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms , 1967 .

[24]  M. Quyen The brainweb of cross-scale interactions , 2011 .

[25]  J. A. Scott Kelso,et al.  Anatomically constrained minimum variance beamforming applied to EEG , 2011, Experimental Brain Research.

[26]  O. Jensen,et al.  Shaping Functional Architecture by Oscillatory Alpha Activity: Gating by Inhibition , 2010, Front. Hum. Neurosci..

[27]  Gabriel Curio,et al.  A novel method for reliable and fast extraction of neuronal EEG/MEG oscillations on the basis of spatio-spectral decomposition , 2011, NeuroImage.

[28]  Ernst Strüngmann Forum,et al.  Dynamic coordination in the brain : from neurons to mind , 2010 .

[29]  Mario Dipoppa,et al.  Flexible frequency control of cortical oscillations enables computations required for working memory , 2013, Proceedings of the National Academy of Sciences.

[30]  F. Rösler From single-channel recordings to brain-mapping devices: the impact of electroencephalography on experimental psychology. , 2005, History of psychology.

[31]  Xiao-Jing Wang,et al.  Bursting Neurons Signal Input Slope , 2002, The Journal of Neuroscience.

[32]  Michael X Cohen,et al.  Fluctuations in Oscillation Frequency Control Spike Timing and Coordinate Neural Networks , 2014, The Journal of Neuroscience.

[33]  N. Logothetis,et al.  Scaling Brain Size, Keeping Timing: Evolutionary Preservation of Brain Rhythms , 2013, Neuron.

[34]  T. Sejnowski,et al.  The Monetary Transmission Mechanism in the United Kingdom: Pass-Through and Policy Rules. manuscript , 1996 .

[35]  Michael X. Cohen,et al.  Midfrontal conflict-related theta-band power reflects neural oscillations that predict behavior. , 2013, Journal of neurophysiology.

[36]  G. Buzsáki,et al.  Mechanisms of gamma oscillations. , 2012, Annual review of neuroscience.

[37]  Dimitri M. Kullmann,et al.  Oscillatory multiplexing of population codes for selective communication in the mammalian brain , 2014, Nature Reviews Neuroscience.

[38]  Michael W. Reimann,et al.  A Biophysically Detailed Model of Neocortical Local Field Potentials Predicts the Critical Role of Active Membrane Currents , 2013, Neuron.