Encoding of Serial Order in Working Memory: Neuronal Activity in Motor, Premotor, and Prefrontal Cortex during a Memory Scanning Task

We have adapted Sternberg's context-recall task to investigate the neural mechanisms of encoding serial order information in working memory, in 2 male rhesus monkeys. We recorded from primary motor, premotor, and dorsolateral prefrontal cortex while the monkeys performed the task. In each cortical area, most neurons displayed marked modulation of activity during the list presentation period of the task, whereas the serial order of the stimuli needed to be encoded in working memory. The activity of many neurons changed in a consistent manner over the course of the list presentation period, without regard to the location of the stimuli presented. Remarkably, these neurons encoded serial position information in a relative (rather than absolute) manner across different list lengths. In addition, many neurons showed activity related to both location and serial position, in the form of an interaction effect. Surprisingly, the activity of these neurons was often modulated by the location of stimuli presented before the epoch in which the activity changes occurred. In motor and premotor areas, a large proportion of neurons with list presentation activity also showed direction-related activity during the response phase, whereas in prefrontal cortex most cells showed only list presentation effects. These results show that many neurons had a heterogeneous functionality by representing distinct task variables at different periods of the task. Finally, potential confounds could not account for the effects observed. For these reasons, we conclude that these neurons were indeed participating in sequence encoding in working memory. SIGNIFICANCE STATEMENT Traditionally, primary motor, premotor, and prefrontal areas have been considered to be mainly engaged in motor output, visuomotor transformation, and higher cognitive functions, respectively. Here we show that neurons in all three cortical regions participate in the encoding of a sequence of spatial stimuli in working memory. Furthermore, a central question in cognitive neuroscience has been the manner in which the position of an item within a sequence is encoded in the brain. Our findings provide direct neurophysiological support for a specific hypothesis from cognitive psychology: that of relative coding of serial order.

[1]  F Bremmer,et al.  Eye position effects on the neuronal activity of dorsal premotor cortex in the macaque monkey. , 1998, Journal of neurophysiology.

[2]  H. Niki,et al.  Prefrontal cortical unit activity and delayed alternation performance in monkeys. , 1971, Journal of neurophysiology.

[3]  A. P. Georgopoulos,et al.  Primate motor cortex and free arm movements to visual targets in three- dimensional space. I. Relations between single cell discharge and direction of movement , 1988, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[4]  A P Georgopoulos,et al.  Motor cortical activity in a context-recall task. , 1995, Science.

[5]  R. Henson Short-Term Memory for Serial Order: The Start-End Model , 1998, Cognitive Psychology.

[6]  P. Goldman-Rakic,et al.  Neuronal activity related to saccadic eye movements in the monkey's dorsolateral prefrontal cortex. , 1991, Journal of neurophysiology.

[7]  Driss Boussaoud,et al.  Effects of gaze on apparent visual responses of frontal cortex neurons , 2004, Experimental Brain Research.

[8]  R. Andersen,et al.  Coding of intention in the posterior parietal cortex , 1997, Nature.

[9]  J. Ashe,et al.  Anticipatory Activity in Primary Motor Cortex Codes Memorized Movement Sequences , 2005, Neuron.

[10]  Carl R Olson,et al.  Rank signals in four areas of macaque frontal cortex during selection of actions and objects in serial order. , 2010, Journal of neurophysiology.

[11]  S. R. Jammalamadaka,et al.  Topics in Circular Statistics , 2001 .

[12]  S. Wise,et al.  Visuospatial versus visuomotor activity in the premotor and prefrontal cortex of a primate , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[13]  N. Cowan The magical number 4 in short-term memory: A reconsideration of mental storage capacity , 2001, Behavioral and Brain Sciences.

[14]  P. Goldman-Rakic,et al.  Mnemonic coding of visual space in the monkey's dorsolateral prefrontal cortex. , 1989, Journal of neurophysiology.

[15]  N Burgess,et al.  Recoding, storage, rehearsal and grouping in verbal short-term memory: an fMRI study , 2000, Neuropsychologia.

[16]  S. Wise,et al.  A neurophysiological study of the premotor cortex in the rhesus monkey. , 1984, Brain : a journal of neurology.

[17]  M. Manfredi,et al.  The masseter inhibitory reflex is evoked by innocuous stimuli and mediated by A beta afferent fibres , 2004, Experimental Brain Research.

[18]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[19]  S. R. Jammalamadaka,et al.  Directional Statistics, I , 2011 .

[20]  John Jonides,et al.  Order Information in Working Memory: fMRI Evidence for Parietal and Prefrontal Mechanisms , 2000, Journal of Cognitive Neuroscience.

[21]  S. Sternberg Retrieval of contextual information from memory , 1967 .

[22]  P. Bard Cognitive spatial-motor processes 6. Visuomotor memory scanning , 1991 .

[23]  A P Georgopoulos,et al.  On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[24]  D. Norris,et al.  THE QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY, 1996, 49A (1), 80 ± 115 Unchained Memory: Error Patterns Rule out Chaining Models of Immediate Serial Recall , 2022 .

[25]  C. Olson,et al.  Monkey Supplementary Eye Field Neurons Signal the Ordinal Position of Both Actions and Objects , 2009, The Journal of Neuroscience.

[26]  Joaquín M. Fuster,et al.  Cortex and Memory: Emergence of a New Paradigm , 2009, Journal of Cognitive Neuroscience.

[27]  A. Georgopoulos,et al.  Common processing constraints for visuomotor and visual mental rotations , 1993, Experimental Brain Research.

[28]  Barbara Tomasino,et al.  The Cognitive Side of M1 , 2016, Front. Hum. Neurosci..

[29]  G. E. Alexander,et al.  Neuron Activity Related to Short-Term Memory , 1971, Science.

[30]  A. P. Georgopoulos,et al.  Cognitive spatial-motor processes , 2004, Experimental Brain Research.

[31]  Paul Cisek,et al.  Modest gaze-related discharge modulation in monkey dorsal premotor cortex during a reaching task performed with free fixation. , 2002, Journal of neurophysiology.

[32]  S. Funahashi,et al.  Delay-period activity in the primate prefrontal cortex encoding multiple spatial positions and their order of presentation , 1997, Behavioural Brain Research.

[33]  Kenichi Ohki,et al.  Conversion of Working Memory to Motor Sequence in the Monkey Premotor Cortex , 2003, Science.

[34]  V. Mountcastle,et al.  Adaptation of the Reitboeck method of multiple microelectrode recording to the neocortex of the waking monkey , 1991, Journal of Neuroscience Methods.

[35]  J. Joseph,et al.  Prefrontal cortex and spatial sequencing in macaque monkey , 2004, Experimental Brain Research.

[36]  A. P. Georgopoulos,et al.  Cognitive spatial-motor processes , 1989, Experimental Brain Research.

[37]  J. Tanji,et al.  Integration of temporal order and object information in the monkey lateral prefrontal cortex. , 2004, Journal of neurophysiology.

[38]  A. Fuchs,et al.  A method for measuring horizontal and vertical eye movement chronically in the monkey. , 1966, Journal of applied physiology.

[39]  R. Kettner,et al.  Control of remembered reaching sequences in monkey , 1996, Experimental Brain Research.

[40]  B. Richmond,et al.  Implantation of magnetic search coils for measurement of eye position: An improved method , 1980, Vision Research.

[41]  S. Wise,et al.  Tuning for the orientation of spatial attention in dorsal premotor cortex , 2001, The European journal of neuroscience.

[42]  M. Kenward,et al.  An Introduction to the Bootstrap , 2007 .

[43]  A. Georgopoulos,et al.  Motor cortical encoding of serial order in a context-recall task. , 1999, Science.

[44]  S. Wise,et al.  The premotor cortex of the monkey , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[45]  R. Henson Positional information in short-term memory: Relative or absolute? , 1999, Memory & cognition.

[46]  C. Marshuetz,et al.  Order information in working memory: an integrative review of evidence from brain and behavior. , 2005, Psychological bulletin.

[47]  J. Tanji,et al.  Representation of the temporal order of visual objects in the primate lateral prefrontal cortex. , 2003, Journal of neurophysiology.

[48]  K. Lashley The problem of serial order in behavior , 1951 .

[49]  G. W. Snedecor Statistical Methods , 1964 .