Cortical Source Localization of Infant Cognition

Neuroimaging techniques such as positron emission topography (PET) and functional magnetic resonance imaging (fMRI) have been utilized with older children and adults to identify cortical sources of perceptual and cognitive processes. However, due to practical and ethical concerns, these techniques cannot be routinely applied to infant participants. An alternative to such neuroimaging techniques appropriate for use with infant participants is high-density electroencephalogram (EEG) recording and cortical source localization techniques. The current article provides an overview of a method developed for such analyses. The method consists of four steps: (1) recording high-density (e.g., 128-channel) EEG. (2) Analysis of individual participant raw segmented data with independent component analysis (ICA). (3) Estimation of equivalent current dipoles (ECDs) that represent cortical sources for the observed ICA component clusters. (4) Calculation of component activations in relation to experimental factors. We discuss an example of research applying this technique to investigate the development of visual attention and recognition memory. We also describe the application of “realistic head modeling” to address some of the current limitations of infant cortical source localization.

[1]  Alan C. Evans,et al.  An MRI-based stereotactic atlas from 250 young normal subjects , 1992 .

[2]  J. Richards,et al.  Infant attention and visual preferences: converging evidence from behavior, event-related potentials, and cortical source localization. , 2010, Developmental psychology.

[3]  C. Frith,et al.  A fronto-parietal network for rapid visual information processing: a PET study of sustained attention and working memory , 1996, Neuropsychologia.

[4]  R. Karrer,et al.  Event-related potentials of 4-7-week-old infants in a visual recognition memory task. , 1995, Electroencephalography and clinical neurophysiology.

[5]  Arthur W. Toga,et al.  A Probabilistic Atlas of the Human Brain: Theory and Rationale for Its Development The International Consortium for Brain Mapping (ICBM) , 1995, NeuroImage.

[6]  John E Richards,et al.  Recovering dipole sources from scalp-recorded event-related-potentials using component analysis: principal component analysis and independent component analysis. , 2004, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[7]  Tzyy-Ping Jung,et al.  Independent Component Analysis of Electroencephalographic Data , 1995, NIPS.

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

[9]  Jack L. Lancaster,et al.  The Talairach Daemon a database server for talairach atlas labels , 1997 .

[10]  Nunez Pl,et al.  Localization of brain activity with electroencephalography. , 1990 .

[11]  John E. Richards,et al.  Localizing the development of covert attention in infants with scalp event-related potentials. , 2000 .

[12]  J. Richards,et al.  Developmental Psychophysiology: Infant Heart Rate: A Developmental Psychophysiological Perspective , 2007 .

[13]  T W Picton,et al.  Separation and identification of event-related potential components by brain electric source analysis. , 1991, Electroencephalography and clinical neurophysiology. Supplement.

[14]  Mark H Johnson,et al.  Development of face-sensitive event-related potentials during infancy: a review. , 2003, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[15]  J. Richards Localizing cortical sources of event-related potentials in infants' covert orienting. , 2005, Developmental science.

[16]  J. Haueisen,et al.  Influence of tissue resistivities on neuromagnetic fields and electric potentials studied with a finite element model of the head , 1997, IEEE Transactions on Biomedical Engineering.

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

[18]  E. Courchesne Neurophysiological correlates of cognitive development: changes in long-latency event-related potentials from childhood to adulthood. , 1978, Electroencephalography and clinical neurophysiology.

[19]  Michael Scherg,et al.  Functional imaging and localization of electromagnetic brain activity , 2005, Brain Topography.

[20]  F. Perrin,et al.  Spherical splines for scalp potential and current density mapping. , 1989, Electroencephalography and clinical neurophysiology.

[21]  J. Richards Development of Covert Orienting in Young Infants , 2005 .

[22]  M. Murray,et al.  EEG source imaging , 2004, Clinical Neurophysiology.

[23]  Mark H. Johnson,et al.  Recording and Analyzing High-Density Event-Related Potentials With Infants Using the Geodesic Sensor Net , 2001, Developmental neuropsychology.

[24]  Paul F Collins,et al.  Neural and behavioral correlates of visual recognition memory in 4- and 8-month-old infants , 1992, Brain and Cognition.

[25]  P. Roland,et al.  Right prefrontal activation during encoding, but not during retrieval, in a non-verbal paired-associates task. , 1998, Cerebral cortex.

[26]  Michael D. Rugg,et al.  The Role of the Prefrontal Cortex in Recognition Memory and Memory for Source: An fMRI Study , 1999, NeuroImage.

[27]  M. R. J. Surya,et al.  The management of infants and children for painless imaging , 2005 .

[28]  E Courchesne,et al.  Event-related brain potentials: comparison between children and adults. , 1977, Science.

[29]  Tzyy-Ping Jung,et al.  Imaging brain dynamics using independent component analysis , 2001, Proc. IEEE.

[30]  S. Counsell,et al.  MR imaging of the neonatal brain at 3 Tesla. , 2004, European journal of paediatric neurology : EJPN : official journal of the European Paediatric Neurology Society.

[31]  J L Lancaster,et al.  Automated Talairach Atlas labels for functional brain mapping , 2000, Human brain mapping.

[32]  John E Richards,et al.  Cortical sources of event-related potentials in the prosaccade and antisaccade task. , 2003, Psychophysiology.

[33]  Mark H. Johnson,et al.  The cognitive neuroscience of development , 2003 .

[34]  John E Richards,et al.  Familiarization, attention, and recognition memory in infancy: an event-related potential and cortical source localization study. , 2005, Developmental psychology.

[35]  S. Hillyard,et al.  Involvement of striate and extrastriate visual cortical areas in spatial attention , 1999, Nature Neuroscience.

[36]  P Salapatek,et al.  Electrophysiological correlates of infant recognition memory. , 1986, Child development.

[37]  M. Scherg Fundamentals if dipole source potential analysis , 1990 .

[38]  C. Rorden,et al.  Stereotaxic display of brain lesions. , 2000, Behavioural neurology.

[39]  M. Eimer ERP modulations indicate the selective processing of visual stimuli as a result of transient and sustained spatial attention. , 1996, Psychophysiology.

[40]  D. Wilton,et al.  Computational aspects of finite element modeling in EEG source localization , 1997, IEEE Transactions on Biomedical Engineering.

[41]  S. Dehaene,et al.  Functional Neuroimaging of Speech Perception in Infants , 2002, Science.

[42]  Alan C. Evans,et al.  Memory for object features versus memory for object location: a positron-emission tomography study of encoding and retrieval processes , 1996 .

[43]  Leslie G. Ungerleider,et al.  Face encoding and recognition in the human brain. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[44]  C. Nelson,et al.  Brain activity differentiates face and object processing in 6-month-old infants. , 1999, Developmental psychology.

[45]  R. Karrer,et al.  Differential effects of experience on the ERP and behavior of 6-month-old infants: trends during repeated stimulus presentations , 1994 .

[46]  R. Rafal The Neurology of Visual Orienting: A Pathological Disintegration of Development , 1998 .

[47]  Terrence J. Sejnowski,et al.  Independent Component Analysis Using an Extended Infomax Algorithm for Mixed Subgaussian and Supergaussian Sources , 1999, Neural Computation.

[48]  D. Tucker Spatial sampling of head electrical fields: the geodesic sensor net. , 1993, Electroencephalography and clinical neurophysiology.

[49]  E. Donchin,et al.  COGNITIVE PSYCHOPHYSIOLOGY: THE ENDOGENOUS COMPONENTS OF THE ERP , 1978 .

[50]  S Makeig,et al.  Blind separation of auditory event-related brain responses into independent components. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[51]  J. Richards Cortical Indexes of Saccade Planning Following Covert Orienting in 20-Week-Old Infants , 2001 .

[52]  Charles A. Nelson,et al.  Event-related potential and looking-time analysis of infants' responses to familiar and novel events : implications for visual recognition memory , 1991 .

[53]  Terry M. Peters,et al.  3D statistical neuroanatomical models from 305 MRI volumes , 1993, 1993 IEEE Conference Record Nuclear Science Symposium and Medical Imaging Conference.

[54]  J. Richards,et al.  Effects of attention on infants' preference for briefly exposed visual stimuli in the paired-comparison recognition-memory paradigm. , 1997, Developmental psychology.

[55]  R. T. Pivik,et al.  Guidelines for the recording and quantitative analysis of electroencephalographic activity in research contexts. , 1993, Psychophysiology.

[56]  E. Development of Covert Orienting in Young Infants , 2005 .

[57]  M. Posner,et al.  Spatiotemporal analysis of brain electrical fields , 1994 .

[58]  M Eimer,et al.  Attentional selection and attentional gradients: an alternative method for studying transient visual-spatial attention. , 1997, Psychophysiology.

[59]  N. Gelman,et al.  Neonatal brain: regional variability of in vivo MR imaging relaxation rates at 3.0 T--initial experience. , 2005, Radiology.

[60]  Olivier Bertrand,et al.  Scalp Current Density Mapping: Value and Estimation from Potential Data , 1987, IEEE Transactions on Biomedical Engineering.

[61]  Ramesh Srinivasan,et al.  Estimating the spatial Nyquist of the human EEG , 1998 .

[62]  J. Rohrbaugh,et al.  Current trends in event-related potential research , 1987 .

[63]  C. Nelson,et al.  Recognition of the mother's face by six-month-old infants: a neurobehavioral study. , 1997, Child development.

[64]  J. Richards,et al.  Testing neural models of the development of infant visual attention. , 2002, Developmental psychobiology.

[65]  P C Molenaar,et al.  Estimating and Testing the Sources of Evoked Potentials in the Brain. , 1994, Multivariate behavioral research.

[66]  E. Donchin,et al.  A componential analysis of the ERP elicited by novel events using a dense electrode array. , 1999, Psychophysiology.

[67]  J. Hart,et al.  Distinct prefrontal cortex activity associated with item memory and source memory for visual shapes. , 2003, Brain research. Cognitive brain research.

[68]  Terrence J. Sejnowski,et al.  From single-trial EEG to brain area dynamics , 2002, Neurocomputing.

[69]  Alan C. Evans,et al.  The NIH MRI study of normal brain development , 2006, NeuroImage.

[70]  D.R. Jackson,et al.  Effect of conductivity uncertainties and modeling errors on EEG source localization using a 2-D model , 1998, IEEE Transactions on Biomedical Engineering.

[71]  Cees J. Stok,et al.  The influence of model parameters on EEG/MEG single dipole source estimation , 1987, IEEE Transactions on Biomedical Engineering.

[72]  Kara D. Federmeier,et al.  Handbook of Psychophysiology: Event-Related Brain Potentials: Methods, Theory, and Applications , 2007 .

[73]  Brain Development Cooperative Group,et al.  The NIH MRI study of normal brain development (Objective-2): Newborns, infants, toddlers, and preschoolers , 2007, NeuroImage.

[74]  John H. Gilmore,et al.  Automatic segmentation of MR images of the developing newborn brain , 2005, Medical Image Anal..

[75]  R. Karrer,et al.  Visual event-related potentials of infants during a modified oddball procedure. , 1987, Electroencephalography and clinical neurophysiology. Supplement.

[76]  A. J. Bell,et al.  INDEPENDENT COMPONENT ANALYSIS OF BIOMEDICAL SIGNALS , 2000 .

[77]  J. H. Karrer,et al.  Event-related brain potentials during an extended visual recognition memory task depict delayed development of cerebral inhibitory processes among 6-month-old infants with Down syndrome. , 1998, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[78]  A. Norcia,et al.  Event-related brain potentials to human faces in infants. , 1981, Child Development.

[79]  Herbert G. Vaughan,et al.  Early identification of infants with developmental disabilities , 1988 .

[80]  T. Sejnowski,et al.  Analysis and visualization of single‐trial event‐related potentials , 2001, Human brain mapping.

[81]  John H. Gilmore,et al.  3 Tesla magnetic resonance imaging of the brain in newborns , 2004, Psychiatry Research: Neuroimaging.

[82]  H. Jasper,et al.  The ten-twenty electrode system of the International Federation. The International Federation of Clinical Neurophysiology. , 1999, Electroencephalography and clinical neurophysiology. Supplement.

[83]  P. Nunez,et al.  Localization of brain activity with electroencephalography. , 1990, Advances in neurology.