Behavioral and electrophysiological correlates of training-induced cognitive control improvements

Cognitive control--the ability to exert control over thoughts, attention and behavior in order to achieve a goal--is essential to adaptive functioning and its disruption characterizes various neuropsychiatric and neurodegenerative disorders. In recent years, increased attention has been devoted to investigating the effects of training on performance and brain function, but little is known about whether cognitive control can be improved through training. To fill this gap, we designed a brief training targeting various components of cognitive control, including conflict monitoring and interference resolution. Twenty participants performed a 3-day training protocol, preceded and followed by identical pre- and post-training sessions, respectively, which included event-related potential (ERP) recordings. To detect transfer effects, the training and pre-/post-training sessions employed different tasks hypothesized to rely on similar interference resolution mechanisms. We hypothesized that training would selectively improve performance for high-interference (i.e., incongruent) trials and be associated with reduced amplitudes in the N2 component, a waveform known to index interference. Trial-to-trial behavioral adjustments were also analyzed to assess potential mechanisms of training-induced improvements. Relative to pre-training, participants showed reduced reaction time (RT) and N2 amplitude for incongruent, but not congruent, trials, suggesting improved interference resolution. Critically, participants showing the greatest reductions in interference effects during the course of the training displayed the largest pre- to post-training reductions in N2 amplitudes in a separate task, highlighting transfer effects. Overall, results suggest that a brief training can improve cognitive control, specifically the ability to inhibit task-irrelevant information.

[1]  Rainer Goebel,et al.  Continuous motor sequence learning: Cortical efficiency gains accompanied by striatal functional reorganization , 2010, NeuroImage.

[2]  Joni Holmes,et al.  Adaptive training leads to sustained enhancement of poor working memory in children. , 2009, Developmental science.

[3]  T. Klingberg,et al.  Changes in cortical activity after training of working memory — a single-subject analysis , 2007, Physiology & Behavior.

[4]  Avram J. Holmes,et al.  Dissociable recruitment of rostral anterior cingulate and inferior frontal cortex in emotional response inhibition , 2008, NeuroImage.

[5]  Bruce D Bartholow,et al.  On the role of conflict and control in social cognition: event-related brain potential investigations. , 2010, Psychophysiology.

[6]  E. Kandel,et al.  Resolving Emotional Conflict: A Role for the Rostral Anterior Cingulate Cortex in Modulating Activity in the Amygdala , 2006, Neuron.

[7]  Torkel Klingberg,et al.  Training and transfer effects of executive functions in preschool children. , 2009, Developmental science.

[8]  Jonathan D. Cohen,et al.  The Impact of Cognitive Deficits on Conflict Monitoring , 2006, Psychological science.

[9]  B. Kopp,et al.  N200 in the flanker task as a neurobehavioral tool for investigating executive control. , 1996, Psychophysiology.

[10]  H. Forssberg,et al.  Training of Working Memory in Children With ADHD , 2002 .

[11]  J. Jonides,et al.  Interference resolution: Insights from a meta-analysis of neuroimaging tasks , 2007, Cognitive, affective & behavioral neuroscience.

[12]  Marie T Banich,et al.  Differential engagement of anterior cingulate cortex subdivisions for cognitive and emotional function. , 2007, Psychophysiology.

[13]  J L Schafer,et al.  Multiple Imputation for Multivariate Missing-Data Problems: A Data Analyst's Perspective. , 1998, Multivariate behavioral research.

[14]  Avram J. Holmes,et al.  Response conflict and frontocingulate dysfunction in unmedicated participants with major depression , 2008, Neuropsychologia.

[15]  W. Nelson Francis,et al.  FREQUENCY ANALYSIS OF ENGLISH USAGE: LEXICON AND GRAMMAR , 1983 .

[16]  E. Donchin,et al.  Optimizing the use of information: strategic control of activation of responses. , 1992, Journal of experimental psychology. General.

[17]  M. P Milham,et al.  Practice-related effects demonstrate complementary roles of anterior cingulate and prefrontal cortices in attentional control , 2003, NeuroImage.

[18]  Avram J Holmes,et al.  Task feedback effects on conflict monitoring and executive control: relationship to subclinical measures of depression. , 2007, Emotion.

[19]  E. Altenmüller,et al.  Reduced recruitment of motor association areas during bimanual coordination in concert pianists , 2004, Human brain mapping.

[20]  Jonathan R. Folstein,et al.  Influence of cognitive control and mismatch on the N2 component of the ERP: a review. , 2007, Psychophysiology.

[21]  Dietrich Lehmann,et al.  Spatial analysis of evoked potentials in man—a review , 1984, Progress in Neurobiology.

[22]  J. Gross,et al.  The cognitive control of emotion , 2005, Trends in Cognitive Sciences.

[23]  M. Thase,et al.  Neurobehavioral Therapies in the 21st Century: Summary of an Emerging Field and an Extended Example of Cognitive Control Training for Depression , 2007, Cognitive Therapy and Research.

[24]  Jonathan D. Cohen,et al.  Conflict monitoring and anterior cingulate cortex: an update , 2004, Trends in Cognitive Sciences.

[25]  Julian Elliott,et al.  Working Memory Deficits can be Overcome: Impacts of Training and Medication on Working Memory in Children with ADHD , 2010 .

[26]  Lars Nyberg,et al.  Plasticity of executive functioning in young and older adults: immediate training gains, transfer, and long-term maintenance. , 2008, Psychology and aging.

[27]  Jin Fan,et al.  Cognitive and Brain Consequences of Conflict , 2003, NeuroImage.

[28]  Bruce D. McCandliss,et al.  Training, maturation, and genetic influences on the development of executive attention. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[29]  Peter E. Clayson,et al.  Conflict adaptation and sequential trial effects: Support for the conflict monitoring theory , 2011, Neuropsychologia.

[30]  Joseph B. Sala,et al.  Increased neural efficiency with repeated performance of a working memory task is information-type dependent. , 2006, Cerebral cortex.

[31]  Ikuko Mukai,et al.  Behavioral/systems/cognitive Activations in Visual and Attention-related Areas Predict and Correlate with the Degree of Perceptual Learning , 2022 .

[32]  C. Carter,et al.  The Timing of Action-Monitoring Processes in the Anterior Cingulate Cortex , 2002, Journal of Cognitive Neuroscience.

[33]  J. Cohen,et al.  On the number of trials needed for P300. , 1997, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[34]  Gregory A. Miller,et al.  The time course of activity in dorsolateral prefrontal cortex and anterior cingulate cortex during top-down attentional control , 2010, NeuroImage.

[35]  Ryan Bogdan,et al.  Serotonin Transporter Genotype and Action Monitoring Dysfunction: A Possible Substrate Underlying Increased Vulnerability to Depression , 2010, Neuropsychopharmacology.

[36]  Jonathan D. Cohen,et al.  Conflict monitoring versus selection-for-action in anterior cingulate cortex , 1999, Nature.

[37]  A. Diamond,et al.  Preschool Program Improves Cognitive Control , 2007, Science.

[38]  Paige E. Scalf,et al.  Training-induced functional activation changes in dual-task processing: an FMRI study. , 2006, Cerebral cortex.

[39]  R. Elliott,et al.  Selective attention to emotional stimuli in a verbal go/no‐go task: an fMRI study , 2000, Neuroreport.

[40]  M. Posner,et al.  Developing mechanisms of self-regulation , 2000, Development and Psychopathology.

[41]  E. Schellenberg,et al.  Short-Term Music Training Enhances Verbal Intelligence and Executive Function , 2011, Psychological science.

[42]  C. Carter,et al.  Anterior cingulate cortex and conflict detection: An update of theory and data , 2007, Cognitive, affective & behavioral neuroscience.

[43]  Philip D. Harvey,et al.  Neuropsychological impairments in schizophrenia: Integration of performance-based and brain imaging findings. , 2007, Psychological bulletin.

[44]  H. Forssberg,et al.  Changes in Cortical Dopamine D1 Receptor Binding Associated with Cognitive Training , 2009, NeuroImage.

[45]  M. Hallett,et al.  How self-initiated memorized movements become automatic: a functional MRI study. , 2004, Journal of neurophysiology.

[46]  Jonathan D. Cohen,et al.  The neural basis of error detection: conflict monitoring and the error-related negativity. , 2004, Psychological review.

[47]  M. Bradley,et al.  Affective Norms for English Words (ANEW): Instruction Manual and Affective Ratings , 1999 .

[48]  Carol A. Tamminga Working Memory Remediation and the D1 Receptor , 2009 .

[49]  B. Hjorth An on-line transformation of EEG scalp potentials into orthogonal source derivations. , 1975, Electroencephalography and clinical neurophysiology.

[50]  J. Gross,et al.  Emotion Regulation and Mental Health , 1995 .

[51]  R. Burchfield Frequency Analysis of English Usage: Lexicon and Grammar. By W. Nelson Francis and Henry Kučera with the assistance of Andrew W. Mackie. Boston: Houghton Mifflin. 1982. x + 561 , 1985 .

[52]  Kevin N. Ochsner,et al.  Neural Systems Supporting the Control of Affective and Cognitive Conflicts , 2009, Journal of Cognitive Neuroscience.

[53]  Sabrina M. Tom,et al.  The Neural Correlates of Motor Skill Automaticity , 2005, The Journal of Neuroscience.

[54]  H. Forssberg,et al.  Computerized training of working memory in children with ADHD--a randomized, controlled trial. , 2005, Journal of the American Academy of Child and Adolescent Psychiatry.

[55]  Neil A. Macmillan,et al.  Detection Theory: A User's Guide , 1991 .

[56]  Shu-Chen Li,et al.  Working memory plasticity in old age: practice gain, transfer, and maintenance. , 2008, Psychology and aging.

[57]  Jessica A. Grahn,et al.  Putting brain training to the test , 2010, Nature.

[58]  Neil A. Macmillan,et al.  Detection theory: A user's guide, 2nd ed. , 2005 .

[59]  Greg Hajcak,et al.  The stability of error-related brain activity with increasing trials. , 2009, Psychophysiology.

[60]  John G. Kerns,et al.  Anterior cingulate and prefrontal cortex activity in an FMRI study of trial-to-trial adjustments on the Simon task , 2006, NeuroImage.

[61]  James L. McClelland,et al.  A parallel distributed processing approach to automaticity. , 1992, The American journal of psychology.

[62]  Jonathan D. Cohen,et al.  Anterior Cingulate Conflict Monitoring and Adjustments in Control , 2004, Science.

[63]  J. Tanaka,et al.  The NimStim set of facial expressions: Judgments from untrained research participants , 2009, Psychiatry Research.

[64]  Lars Bäckman,et al.  Transfer of Learning After Updating Training Mediated by the Striatum , 2008, Science.

[65]  T. Klingberg,et al.  Increased prefrontal and parietal activity after training of working memory , 2004, Nature Neuroscience.

[66]  Jonathan D. Cohen,et al.  Resting anterior cingulate activity and abnormal responses to errors in subjects with elevated depressive symptoms: A 128‐channel EEG study , 2006, Human brain mapping.

[67]  M. Botvinick,et al.  Conflict monitoring and cognitive control. , 2001, Psychological review.

[68]  Armin Thron,et al.  Effects of long‐term practice and task complexity in musicians and nonmusicians performing simple and complex motor tasks: Implications for cortical motor organization , 2005, Human brain mapping.

[69]  Susanne M. Jaeggi,et al.  Improving fluid intelligence with training on working memory: a meta-analysis , 2008, Psychonomic Bulletin & Review.

[70]  Dietrich Lehmann,et al.  Microstates in Language-Related Brain Potential Maps Show Noun–Verb Differences , 1996, Brain and Language.

[71]  T. Klingberg Training and plasticity of working memory , 2010, Trends in Cognitive Sciences.

[72]  Brian W. Haas,et al.  Interference produced by emotional conflict associated with anterior cingulate activation , 2006, Cognitive, affective & behavioral neuroscience.

[73]  E. Awh,et al.  Conflict adaptation effects in the absence of executive control , 2003, Nature Neuroscience.