The Impact of Inserting an Additional Mental Process

Pure insertion describes a scenario where a mental process is inserted within a sequence of other processes without altering the other processes. Under the assumption of pure insertion, the duration of the inserted process can be identified by calculating the difference in overall response times when the process is present versus absent (i.e., Donder’s subtraction method). Additionally, under the assumption of pure insertion, brain regions associated with the inserted process can be identified in fMRI studies by contrasting activation when the process is present versus absent. However, the assumption of pure insertion does not hold in many situations. In this study, we adopted a novel approach for identifying the impact of insertion by decomposing the EEG signal into a sequence of latent stages, each with a distinct topographical distribution and duration. Based on these latent stages, it is possible to identify when, and for how long, a process occurred. We crossed two factors in the experiment: whether the trial required substituting a letter with a number from memory and whether the trial required calculating the product of two numbers. By crossing these factors, we could examine whether inserting substitution and calculation processes affected the durations of other mental processing stages. Behavioral data in the form of response latencies, and averaged EEG signal in the form of event-related potentials (ERPs), provided no evidence of violations of pure insertion. However, our analysis of single-trial EEG signal allowed us both to show that inserting substitution or calculation did affect other stages and to understand why.

[1]  F. Donders On the speed of mental processes. , 1969, Acta psychologica.

[2]  Arnaud Delorme,et al.  EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis , 2004, Journal of Neuroscience Methods.

[3]  C. Lebiere,et al.  An integrated theory of list memory. , 1998 .

[4]  G. Woodman,et al.  Event-related potential studies of attention , 2000, Trends in Cognitive Sciences.

[5]  D M Green,et al.  A neural timing theory for response times and the psychophysics of intensity. , 1972, Psychological review.

[6]  N. Logothetis What we can do and what we cannot do with fMRI , 2008, Nature.

[7]  Simon J. Godsill,et al.  Bayesian detection of single-trial event-related potentials , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[8]  E. Tulving,et al.  Event-related brain potential correlates of two states of conscious awareness in memory. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[9]  F G Ashby,et al.  Testing the assumptions of exponential, additive reaction time models , 1982, Memory & cognition.

[10]  Dominic W. Massaro,et al.  Experimental Psychology: An Information Processing Approach , 1989 .

[11]  J. Miller,et al.  Motor processes in simple, go/no-go, and choice reaction time tasks: a psychophysiological analysis. , 2001, Journal of experimental psychology. Human perception and performance.

[12]  J Miller,et al.  A violation of pure insertion: mental rotation and choice reaction time. , 1994, Journal of experimental psychology. Human perception and performance.

[13]  T. Curran Brain potentials of recollection and familiarity , 2000, Memory & cognition.

[14]  L. E. Bourne,et al.  Neurophysiological correlates of mental arithmetic. , 1996, Psychophysiology.

[15]  A. Newell Unified Theories of Cognition , 1990 .

[16]  Simon Finnigan,et al.  ERP measures indicate both attention and working memory encoding decrements in aging. , 2011, Psychophysiology.

[17]  Karl J. Friston,et al.  The Trouble with Cognitive Subtraction , 1996, NeuroImage.

[18]  Rafal Bogacz,et al.  Theta phase resetting and the error-related negativity. , 2007, Psychophysiology.

[19]  D. H. Taylor Latency components in two-choice responding. , 1966, Journal of experimental psychology.

[20]  John R Anderson,et al.  The discovery of processing stages: Extension of Sternberg's method. , 2016, Psychological review.

[21]  Werner Sommer,et al.  A toolbox for residue iteration decomposition (RIDE)—A method for the decomposition, reconstruction, and single trial analysis of event related potentials , 2015, Journal of Neuroscience Methods.

[22]  Rolf Ulrich,et al.  Donders's assumption of pure insertion: an evaluation on the basis of response dynamics , 1999 .

[23]  J Toby Mordkoff,et al.  Unequal motor durations under simple-, go/no-go, and choice-RT tasks: extension of Miller and Low (2001). , 2011, Journal of experimental psychology. Human perception and performance.

[24]  M. Kutas,et al.  Fractionating the Word Repetition Effect with Event-Related Potentials , 1991, Journal of Cognitive Neuroscience.

[25]  Anthony M. Norcia,et al.  Cortical Components of Reaction-Time during Perceptual Decisions in Humans , 2015, PloS one.

[26]  G. Woodman A brief introduction to the use of event-related potentials in studies of perception and attention. , 2010, Attention, perception & psychophysics.

[27]  Clay B. Holroyd,et al.  Detection of synchronized oscillations in the electroencephalogram: an evaluation of methods. , 2004, Psychophysiology.

[28]  Darryl W. Schneider,et al.  A memory-based model of Hick’s law , 2011, Cognitive Psychology.

[29]  Robert G Pachella,et al.  The Interpretation of Reaction Time in Information-Processing Research 1 , 1973, Human Information Processing.

[30]  Saul Sternberg,et al.  The discovery of processing stages: Extensions of Donders' method , 1969 .

[31]  John R. Anderson,et al.  The Effects of Probe Similarity on Retrieval and Comparison Processes in Associative Recognition , 2017, Journal of Cognitive Neuroscience.

[32]  Ankoor S. Shah,et al.  Neural dynamics and the fundamental mechanisms of event-related brain potentials. , 2004, Cerebral cortex.

[33]  C. Woody Characterization of an adaptive filter for the analysis of variable latency neuroelectric signals , 1967, Medical and biological engineering.

[34]  J. Townsend,et al.  Spatio-temporal properties of elementary perception: an investigation of parallel, serial, and coactive theories , 1995 .

[35]  M. Coles Modern mind-brain reading: psychophysiology, physiology, and cognition. , 1989, Psychophysiology.

[36]  L. E. Bourne,et al.  Brain potentials during mental arithmetic: effects of extensive practice and problem difficulty. , 1994, Brain research. Cognitive brain research.

[37]  T. Sejnowski,et al.  Dynamic Brain Sources of Visual Evoked Responses , 2002, Science.

[38]  John R. Anderson,et al.  Mapping working memory retrieval in space and in time: A combined electroencephalography and electrocorticography approach , 2018, NeuroImage.

[39]  Anthony J. Ries,et al.  Best practice for single-trial detection of event-related potentials: Application to brain-computer interfaces. , 2017, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[40]  Franck Vidal,et al.  An ERP study of cognitive architecture and the insertion of mental processes: Donders revisited. , 2011, Psychophysiology.

[41]  Isao Hashimoto,et al.  Sequential information processing during a mental arithmetic is reflected in the time course of event-related brain potentials , 2000, Clinical Neurophysiology.

[42]  Giuseppe Sartori,et al.  How to Avoid the Fallacies of Cognitive Subtraction in Brain Imaging , 2000, Brain and Language.

[43]  John R. Anderson,et al.  Relationship of P3b single-trial latencies and response times in one, two, and three-stimulus oddball tasks , 2017, Biological Psychology.

[44]  J. Townsend,et al.  Decomposing the reaction time distribution: Pure insertion and selective influence revisited☆ , 1980 .

[45]  W. E. Hick Quarterly Journal of Experimental Psychology , 1948, Nature.

[46]  H G Smid,et al.  An electrophysiological study of the insertion of overt response choice. , 2000, Journal of experimental psychology. Human perception and performance.

[47]  John R. Anderson How Can the Human Mind Occur in the Physical Universe , 2007 .

[48]  Stanislas Dehaene,et al.  The Time Course of Parietal Activation in Single-digit Multiplication: Evidence from Event-related Potentials , 1997 .

[49]  Jon M Fincham,et al.  Role of prefrontal and parietal cortices in associative learning. , 2008, Cerebral cortex.

[50]  E. Ba§ar,et al.  EEG-Brain dynamics: Relation between EEG and brain evoked potentials , 1982 .

[51]  James T. Townsend,et al.  The Stochastic Modeling of Elementary Psychological Processes , 1983 .

[52]  Shunzheng Yu,et al.  Hidden semi-Markov models , 2010, Artif. Intell..

[53]  A. Treisman,et al.  Search asymmetry: a diagnostic for preattentive processing of separable features. , 1985, Journal of experimental psychology. General.