scholarly journals Dynamically changing neuronal activity supporting working memory for predictable and unpredictable durations

2019 ◽  
Vol 9 (1) ◽  
Author(s):  
Jong Chan Park ◽  
Jung Won Bae ◽  
Jieun Kim ◽  
Min Whan Jung
Keyword(s):  
Working Memory ◽  
Neuronal Activity ◽  
Neural Activity ◽  
Delay Period ◽  
Delayed Response ◽  
Random Delay ◽  
Neural Basis ◽  
Delay Duration ◽  
Neural Processes ◽  
Fixed Delay

Abstract Diverse neural processes have been proposed as the neural basis of working memory. To investigate whether the medial prefrontal cortex (mPFC) relies on different neural processes to mediate working memory depending on the predictability of delay duration, we examined mPFC neural activity in mice performing a delayed response task with fixed (4 s) or random (between 1–7 s) delay durations. mPFC neural activity was strongly influenced by the predictability of delay duration. Nevertheless, mPFC neurons seldom showed persistent activity spanning the entire delay period and instead showed dynamically-changing delay-period activity under both the fixed-delay and random-delay conditions. mPFC neurons conveyed higher working memory information under the random-delay than fixed-delay conditions, possibly due to a higher demand for stable working memory maintenance. Our results suggest that the rodent mPFC may rely on dynamically-changing neuronal activity to maintain working memory regardless of the predictability of delay duration.

scholarly journals Working memory performance and neural activity in prefrontal cortex of peripubertal monkeys

2013 ◽  
Vol 110 (11) ◽  
pp. 2648-2660 ◽  
Author(s):  
Xin Zhou ◽  
Dantong Zhu ◽  
Xue-Lian Qi ◽  
Cynthia J. Lees ◽  
Allyson J. Bennett ◽  
...  
Keyword(s):  
Working Memory ◽  
Prefrontal Cortex ◽  
Neuronal Activity ◽  
Neural Activity ◽  
Developmental Stages ◽  
Memory Performance ◽  
Large Fraction ◽  
Early Adulthood ◽  
Delayed Response ◽  
Distractor Stimulus

The dorsolateral prefrontal cortex matures late into adolescence or early adulthood. This pattern of maturation mirrors working memory abilities, which continue to improve into adulthood. However, the nature of the changes that prefrontal neuronal activity undergoes during this process is poorly understood. We investigated behavioral performance and neural activity in working memory tasks around the time of puberty, a developmental event associated with the release of sex hormones and significant neurological change. The developmental stages of male rhesus monkeys were evaluated with a series of morphometric, hormonal, and radiographic measures. Peripubertal monkeys were trained to perform an oculomotor delayed response task and a variation of this task involving a distractor stimulus. We found that the peripubertal monkeys tended to abort a relatively large fraction of trials, and these were associated with low levels of task-related neuronal activity. However, for completed trials, accuracy in the delayed saccade task was high and the appearance of a distractor stimulus did not impact performance significantly. In correct trials delay period activity was robust and was not eliminated by the presentation of a distracting stimulus, whereas in trials that resulted in errors the sustained cue-related activity was significantly weaker. Our results show that in peripubertal monkeys the prefrontal cortex is capable of generating robust persistent activity in the delay periods of working memory tasks, although in general it may be more prone to stochastic failure than in adults.

scholarly journals Prefrontal and Parietal Attractor Networks Mediate Working Memory Judgments

2020 ◽  
Author(s):  
Sihai Li ◽  
Christos Constantinidis ◽  
Xue-Lian Qi
Keyword(s):  
Working Memory ◽  
Prefrontal Cortex ◽  
Dorsolateral Prefrontal Cortex ◽  
Critical Role ◽  
Memory Task ◽  
Delayed Response ◽  
Persistent Activity ◽  
Neural Basis ◽  
Brain Areas ◽  
Dorsolateral Prefrontal

ABSTRACTThe dorsolateral prefrontal cortex plays a critical role in spatial working memory and its activity predicts behavioral responses in delayed response tasks. Here we addressed whether this predictive ability extends to categorical judgments based on information retained in working memory, and is present in other brain areas. We trained monkeys in a novel, Match-Stay, Nonmatch-Go task, which required them to observe two stimuli presented in sequence with an intervening delay period between them. If the two stimuli were different, the monkeys had to saccade to the location of the second stimulus; if they were the same, they held fixation. Neurophysiological recordings were performed in areas 8a and 46 of the dlPFC and 7a and lateral intraparietal cortex (LIP) of the PPC. We hypothesized that random drifts causing the peak activity of the network to move away from the first stimulus location and towards the location of the second stimulus would result in categorical errors. Indeed, for both areas, when the first stimulus appeared in a neuron’s preferred location, the neuron showed significantly higher firing rates in correct than in error trials. When the first stimulus appeared at a nonpreferred location and the second stimulus at a preferred, activity in error trials was higher than in correct. The results indicate that the activity of both dlPFC and PPC neurons is predictive of categorical judgments of information maintained in working memory, and the magnitude of neuronal firing rate deviations is revealing of the contents of working memory as it determines performance.SIGNIFICANCE STATEMENTThe neural basis of working memory and the areas mediating this function is a topic of controversy. Persistent activity in the prefrontal cortex has traditionally been thought to be the neural correlate of working memory, however recent studies have proposed alternative mechanisms and brain areas. Here we show that persistent activity in both the dorsolateral prefrontal cortex and posterior parietal cortex predicts behavior in a working memory task that requires a categorical judgement. Our results offer support to the idea that a network of neurons in both areas act as an attractor network that maintains information in working memory, which informs behavior.

Prefrontal Task-Related Activity Representing Visual Cue Location or Saccade Direction in Spatial Working Memory Tasks

2002 ◽  
Vol 87 (1) ◽  
pp. 567-588 ◽  
Author(s):  
Kazuyoshi Takeda ◽  
Shintaro Funahashi
Keyword(s):  
Working Memory ◽  
Prefrontal Cortex ◽  
Spatial Working Memory ◽  
Delay Period ◽  
Neuron Activity ◽  
Delayed Response ◽  
Related Activity ◽  
Visual Cue ◽  
Response Period ◽  
Dorsolateral Prefrontal

To examine what kind of information task-related activity encodes during spatial working memory processes, we analyzed single-neuron activity in the prefrontal cortex while two monkeys performed two different oculomotor delayed-response (ODR) tasks. In the standard ODR task, monkeys were required to make a saccade to the cue location after a 3-s delay, whereas in the rotatory ODR (R-ODR) task, they were required to make a saccade 90° clockwise from the cue location after the 3-s delay. By comparing the same task-related activities in these two tasks, we could determine whether such activities encoded the location of the visual cue or the direction of the saccade. One hundred twenty one neurons exhibited task-related activity in relation to at least one task event in both tasks. Among them, 41 neurons exhibited directional cue-period activity, most of which encoded the location of the visual cue. Among 56 neurons with directional delay-period activity, 86% encoded the location of the visual cue, whereas 13% encoded the direction of the saccade. Among 57 neurons with directional response-period activity, 58% encoded the direction of the saccade, whereas 35% encoded the location of the visual cue. Most neurons whose response-period activity encoded the location of the visual cue also exhibited directional delay-period activity that encoded the location of the visual cue as well. The best directions of these two activities were identical, and most of these response-period activities were postsaccadic. Therefore this postsaccadic activity can be considered a signal to terminate unnecessary delay-period activity. Population histograms encoding the location of the visual cue showed tonic sustained activation during the delay period. However, population histograms encoding the direction of the saccade showed a gradual increase in activation during the delay period. These results indicate that the transformation from visual input to motor output occurs in the dorsolateral prefrontal cortex. The analysis using population histograms suggests that this transformation occurs gradually during the delay period.

Specific and Nonspecific Neural Activity during Selective Processing of Visual Representations in Working Memory

2010 ◽  
Vol 22 (2) ◽  
pp. 292-306 ◽  
Author(s):  
Hwamee Oh ◽  
Hoi-Chung Leung
Keyword(s):  
Working Memory ◽  
Neural Activity ◽  
Visual Information ◽  
Posterior Parietal Cortex ◽  
Parietal Lobe ◽  
Response Times ◽  
Temporal Cortex ◽  
Recognition Task ◽  
Delay Period ◽  
The Face

In this fMRI study, we investigated prefrontal cortex (PFC) and visual association regions during selective information processing. We recorded behavioral responses and neural activity during a delayed recognition task with a cue presented during the delay period. A specific cue (“Face” or “Scene”) was used to indicate which one of the two initially viewed pictures of a face and a scene would be tested at the end of a trial, whereas a nonspecific cue (“Both”) was used as control. As expected, the specific cues facilitated behavioral performance (faster response times) compared to the nonspecific cue. A postexperiment memory test showed that the items cued to remember were better recognized than those not cued. The fMRI results showed largely overlapped activations across the three cue conditions in dorsolateral and ventrolateral PFC, dorsomedial PFC, posterior parietal cortex, ventral occipito-temporal cortex, dorsal striatum, and pulvinar nucleus. Among those regions, dorsomedial PFC and inferior occipital gyrus remained active during the entire postcue delay period. Differential activity was mainly found in the association cortices. In particular, the parahippocampal area and posterior superior parietal lobe showed significantly enhanced activity during the postcue period of the scene condition relative to the Face and Both conditions. No regions showed differentially greater responses to the face cue. Our findings suggest that a better representation of visual information in working memory may depend on enhancing the more specialized visual association areas or their interaction with PFC.

Catecholaminergic effects on neuronal activity related to a delayed response task in monkey prefrontal cortex

1990 ◽  
Vol 63 (6) ◽  
pp. 1385-1400 ◽  
Author(s):  
T. Sawaguchi ◽  
M. Matsumura ◽  
K. Kubota
Keyword(s):  
Prefrontal Cortex ◽  
Neuronal Activity ◽  
Background Activity ◽  
Japanese Macaque ◽  
Central Zone ◽  
Delay Period ◽  
Delayed Response ◽  
Differential Delay ◽  
Hold Period ◽  
Monkey Prefrontal Cortex

1. Using iontophoretic techniques, we investigated the effects of dopamine (DA) and noradrenaline (NA) on neuronal activity related to a delayed response (DR) task in the prefrontal cortex (PFC) of the Japanese macaque monkeys. The DR task was initiated by rotation of a handle to a central zone and consisted of seven distinct time periods: an initial waiting period of 0.3 s, a precue period of 1 s (a central green lamp), a cue period of 1 s (left or right lamp), a delay period of 4 s, a go period of 1 s (red lamp in the center; rotation of the handle to either the left or right zone), a hold period (holding of the handle in either the left or right zone for 0.3 s), and a final reward period. 2. A total of 116 neurons were DR task related. They showed increases in activity during the precue period (Precue-types, n = 19), during both the cue and go periods (Cue/GO-types, n = 17), the go period (GO-types, n = 16), and during the delay period (Delay-types, n = 64). The Delay-type neurons were further divided into differential neurons (n = 33), for which the magnitude of the delay-related activity differed significantly between left- and right-cue trials, and nondifferential neurons (n = 31). Some of the Delay-type neurons also showed increases in activity during the cue (n = 26), go (n = 27), or both the cue and go periods (n = 11). 3. DA or NA, applied iontophoretically with a current of 50 nA, induced increased or decreased responses in most of the DR task-related neurons. DA increased activity of most of the Cue/GO-(16/17), GO-(13/16), and Delay-type neurons (49/64), and NA decreased activity of most of the Precue- (13/19) and non-differential Delay-type neurons (25/31). Thus different types of DR task-related neurons showed different responses to DA and NA. 4. In Cue/GO-, GO-, and/or Delay-type neurons, DA increased the activity related to the cue, go, and delay periods more strongly than it increased background activity. As a result, the ratio [i.e., signal-to-noise (S/N) ratio] of activity related to the cue, go, and delay periods to background activity was increased. 5. In Precue-type or nondifferential Delay-type neurons, NA decreased background activity more strongly than it decreased activity during the precue or delay period.(ABSTRACT TRUNCATED AT 400 WORDS)

Attenuation of Delay-Period Activity of Monkey Prefrontal Neurons by an α2-Adrenergic Antagonist During an Oculomotor Delayed-Response Task

1998 ◽  
Vol 80 (4) ◽  
pp. 2200-2205 ◽  
Author(s):  
T. Sawaguchi
Keyword(s):  
Working Memory ◽  
Target Location ◽  
Spatial Working Memory ◽  
Delay Period ◽  
Delayed Response ◽  
Peripheral Cues ◽  
Adrenergic Antagonist ◽  
Neuronal Processes ◽  
Response Task ◽  
Delayed Response Task

Sawaguchi, T. Attenuation of delay-period activity of monkey prefrontal neurons by an α2-adrenergic antagonist during an oculomotor delayed-response task. J. Neurophysiol. 80: 2200–2205, 1998. To examine the role of norepinephrine receptors in spatial working memory processes mediated by the prefrontal cortex (PFC), noradrenergic antagonists (yohimbine for α2, prazosin for α1, and propranolol for β receptors) were applied iontophoretically to neurons of the dorsolateral PFC in rhesus monkeys that performed an oculomotor delayed-response (ODR) task. The ODR task was initiated when the monkeys fixated on a central spot on a computer monitor and consisted of fixation (1 s), cue (1 of 4 peripheral cues, 0.5 s), delay (fixation cue only, 4 s), and go periods. In the go period, the subject made a memory-guided saccade to the target location that was cued before the delay period. I focused on 49 neurons that showed directional delay-period activity, i.e., a sustained increase in activity during the delay period, the magnitude of which varied significantly with the memorized target location. Iontophoretic (usually 50 nA) application of yohimbine, but not prazosin or propranolol, significantly decreased the activities of most of the neurons with directional delay-period activity ( n = 41/49, 81%). Furthermore, yohimbine attenuated the sharpness of tuning, examined by a tuning index, of delay-period activity and had a greater attenuating effect on delay-period activity than on background activity. These findings suggest that the activation of α2-adrenergic receptors in the dorsolateral PFC plays a modulatory role in neuronal processes for visuospatial working memory.

Activity in Human Frontal Cortex Associated with Spatial Working Memory and Saccadic Behavior

2000 ◽  
Vol 12 (supplement 2) ◽  
pp. 2-14 ◽  
Author(s):  
Bradley R. Postle ◽  
Jeffrey S. Berger ◽  
Alexander M. Taich ◽  
Mark D'Esposito
Keyword(s):  
Working Memory ◽  
Frontal Cortex ◽  
Signal Intensity ◽  
Spatial Working Memory ◽  
Delay Period ◽  
Delayed Response ◽  
Related Activity ◽  
Memory Condition ◽  
Fmri Signal ◽  
Spatio Temporal

We examined, with event-related fMRI, two hypotheses about the organization of human working memory function in frontal cortex: (1) that a region immediately anterior to the frontal eye fields (FEF) (superior frontal cortex, SFC) is specialized for spatial working memory (Courtney, et al., 1998); and (2) that dorsolateral prefrontal cortex (PFC) plays a privileged role in the manipulation of spatial stimuli held in working memory (Owen, et al., 1996; Petrides 1994). Our delayed-response task featured 2-D arrays of irregularly arranged squares that were highlighted serially in a random sequence. The Forward Memory condition required maintenance of the spatio-temporal sequence, the Manipulate Memory condition required reordering this sequence into a new spatially defined order, the Guided Saccade condition required saccades to highlighted squares in the array, but no memory, and the Free Saccade condition required self-paced, horizontal saccades. The comparison of fMRI signal intensity associated with 2-D saccade generation (Guided Saccades) versus fMRI signal intensity associated with the delay period of the working memorials condition revealed no evidence for greater working memory-related activity than saccade-related activity in SFC in any individual subject, nor at the level of the group, and greater 2-D saccade than delay-period activity in three of five subjects. These results fail to support the hypothesis that spatial working memory-related activity is represented preferentially in a region of SFC anterior to the FEF (Courtney, et al., 1998). The comparison of maintenance versus manipulation of spatio-temporal information in working memory revealed significantly greater activity associated with the latter in dorsolateral PFC, but not in ventrolateral PFC or in SFC. These results suggest that the delay-related function of SFC is limited to the maintenance of spatial information, and that this region does not support the nonmnemonic executive control functions supported by dorsolateral PFC. These results also indicate that the preferential recruitment of dorsolateral PFC for the manipulation of information held in working memory applies to tasks employing spatial stimuli, as well as to tasks employing verbal stimuli (D'Esposito, et al., 1999); Petrides et al., 1993; Postle et al., 1999).

scholarly journals Parallel processing of working memory and temporal information by distinct types of cortical projection neurons

2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Jung Won Bae ◽  
Huijeong Jeong ◽  
Young Ju Yoon ◽  
Chan Mee Bae ◽  
Hyeonsu Lee ◽  
...  
Keyword(s):  
Working Memory ◽  
Prefrontal Cortex ◽  
Delay Period ◽  
Temporal Information ◽  
Projection Neurons ◽  
Delayed Response ◽  
Subcortical Structures ◽  
Cortical Projection ◽  
Different Types ◽  
Response Task

AbstractIt is unclear how different types of cortical projection neurons work together to support diverse cortical functions. We examined the discharge characteristics and inactivation effects of intratelencephalic (IT) and pyramidal tract (PT) neurons—two major types of cortical excitatory neurons that project to cortical and subcortical structures, respectively—in the deep layer of the medial prefrontal cortex in mice performing a delayed response task. We found stronger target-dependent firing of IT than PT neurons during the delay period. We also found the inactivation of IT neurons, but not PT neurons, impairs behavioral performance. In contrast, PT neurons carry more temporal information than IT neurons during the delay period. Our results indicate a division of labor between IT and PT projection neurons in the prefrontal cortex for the maintenance of working memory and for tracking the passage of time, respectively.

scholarly journals Working memory templates are maintained as feature-specific perceptual codes

2011 ◽  
Vol 106 (1) ◽  
pp. 115-121 ◽  
Author(s):  
Kartik K. Sreenivasan ◽  
Deepak Sambhara ◽  
Amishi P. Jha
Keyword(s):  
Working Memory ◽  
Neural Activity ◽  
Event Related Potentials ◽  
Visual Similarity ◽  
Visual Features ◽  
Memory Representation ◽  
Neural Basis ◽  
Neural Populations ◽  
Related Potentials ◽  
Target Probe

Working memory (WM) representations serve as templates that guide behavior, but the neural basis of these templates remains elusive. We tested the hypothesis that WM templates are maintained by biasing activity in sensoriperceptual neurons that code for features of items being held in memory. Neural activity was recorded using event-related potentials (ERPs) as participants viewed a series of faces and responded when a face matched a target face held in WM. Our prediction was that if activity in neurons coding for the features of the target is preferentially weighted during maintenance of the target, then ERP activity evoked by a nontarget probe face should be commensurate with the visual similarity between target and probe. Visual similarity was operationalized as the degree of overlap in visual features between target and probe. A face-sensitive ERP response was modulated by target-probe similarity. Amplitude was largest for probes that were similar to the target, and decreased monotonically as a function of decreasing target-probe similarity. These results indicate that neural activity is weighted in favor of visual features that comprise an actively held memory representation. As such, our findings support the notion that WM templates rely on neural populations involved in forming percepts of memory items.

scholarly journals Emergence of prefrontal neuron maturation properties by training recurrent neural networks in cognitive tasks

2020 ◽  
Author(s):  
Yichen Henry Liu ◽  
Junda Zhu ◽  
Christos Constantinidis ◽  
Xin Zhou
Keyword(s):  
Neural Networks ◽  
Working Memory ◽  
Response Inhibition ◽  
Neural Activity ◽  
Recurrent Neural Networks ◽  
Delay Period ◽  
Cognitive Tasks ◽  
Universal Properties ◽  
Neural Maturation ◽  
Developmental Maturation

ABSTRACTWorking memory and response inhibition are functions that mature relatively late in life, after adolescence, paralleling the maturation of the prefrontal cortex. The link between behavioral and neural maturation is not obvious, however, making it challenging to understand how neural activity underlies the maturation of cognitive function. To gain insights into the nature of observed changes in prefrontal activity between adolescence and adulthood, we investigated the progressive changes in unit activity of Recurrent Neural Networks (RNNs) as they were trained to perform working memory and response inhibition tasks. These included increased delay period activity during working memory tasks, and increased activation in antisaccade tasks. These findings reveal universal properties underlying the neuronal computations behind cognitive tasks and explicate the nature of changes that occur as the result of developmental maturation.

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