The sensory nature of mnemonic representation in the primate prefrontal cortex — TEI-tagged view

Constantinidis, Franowicz, Goldman-Rakic · 2001 · neuroscience · doi:10.1038/85179 · full text at the source · TEI xml · tagged edition · index · concepts · authors
Where this record's text came from. faceted 2026-08 by reading the locally held text (pdftext); every evidence string verified as an exact substring of that text before merging. The two claim relations are borderline against rule 7: the relations themselves are stated explicitly ('In contrast to these results...', 'The present findings are in agreement with...'), but the targets are identified by superscript reference number and task description, not by author name, so I have recorded the target descriptively and flagged it here rather than importing author names from the (forbidden) reference list. Replication status 'contested' is grounded in the paper's own framing of the field: 'The nature of neuronal activity in PFC during working memory tasks, and whether this activity represents a remembered stimulus or preparation for a response has been a matter of debate.' A second usable phenomenon anchor exists in the Discussion opening ('Activity of neurons in the dorsolateral prefrontal cortex during the delay period of a mnemonic task was modulated by the perceived sensory attributes of remembered stimuli...'). Note the source is pdftext with mirrored OCR junk lines ('m o c . erutan .') interleaved; I quoted only clean body sentences. 2026-08-14 schema-0.3 pass: every quote verified as an exact substring of the staged text and anchored at merge time; concept terms verified present; every edge endpoint an existing node.
Other fields define these differently the same word, defined another way in another discipline
working memory 4 fields · area under the ROC curve 2 fields · linear regression 2 fields
Tags on this paper every tag the record carries, whether or not the words occur in the text below — a number is how many papers in the corpus carry that tag; a tag with no number is unique to this paper
delay period activity distractor2 contrast ratio receptive field5 perceptual memory2 electrophysiology110

Our tag layer for this paper

Cross-disciplinary analysis
content-tags & facets: phenomenon · claim-type · cross-domain-transfer · mechanism · claim-relation · replication-status · limitation — grounded in the full text
phenomenondelay-period activity in primate prefrontal cortex during visual working memory— “The primate prefrontal cortex (PFC) is a critical node of the network that mediates working memory, one component of which is the ability to retain and mentally manipulate a stimulus over the time scale of seconds1,2.”
claim-typeexistence— “Our results indicated that during the delay period when sensory information was no longer available, neuronal discharge was modulated by the luminance of the stimulus appearing in the receptive field, and was directly correlated with psychophysical performance in the task.”
method — evidence— “To explore the relationship between neuronal activity and behavioral performance, we recorded from the dorsolateral prefrontal cortex of monkeys trained to perform a delayed discrimination task.”
mechanismDorsolateral PFC runs two superimposed processes - a slowly decaying sensory representation plus a response-preparation signal that ramps toward the saccade - whose sum produces the observed delay activity— “Based on these considerations, we propose that dorsolateral PFC encompasses neurons engaged in at least two separate processes: a sensory representation that remains fairly constant or slowly decays during the delay period, and a response preparation that increases toward the onset of the saccade (Fig. 8).”mechanisms[0]
mechanismThe motor plan emerges from a network of neurons that keep holding sensory information, rather than from a discrete sensory-to-motor transformation stage in single neurons— “Our present findings favor the view that a motor plan is an emergent property of a network composed in part by neurons sustaining sensory information, rather than involving a discrete decision stage in which sensory parameters are transformed into motor variables by single neurons”mechanisms[1]
contradicts previous studies of delay-period activity in a discrimination task concluding that responses reflect the outcome of a perceptual decision (the paper's refs 18,19)— “In contrast to these results, previous studies analyzing activity in the delay period of a discrimination task concluded that neuronal responses best correlate with the outcome of a perceptual decision18,19.”claim_relations[0]
builds-on previous dorsolateral prefrontal experiments using the anti-saccade paradigm, spatial match-to-sample and conditional response tasks (the paper's refs 10,28,29)— “The present findings are in agreement with previous experiments in the dorsolateral prefrontal cortex suggesting that neuronal activity in a mnemonic task represents the remembered visual stimulus, as demonstrated by the anti-saccade paradigm, spatial match-to-sample and conditional response tasks10,28,29.”claim_relations[1]
sensedelay period activity - MODULATED OR NOT DEPENDING ON WHERE THE STIMULI WERE: not significantly modulated by a distractor outside the receptive field while the target was inside, and significantly dependent on contrast ratio when the distractor was inside it; the same measure yields a null and a positive result, and only the spatial condition separates them— “Delay period activity was not significantly modulated by the presence of a distractor outside the receptive field, when the target appeared inside (Fig. 4a; regression analysis, p > 0.3). However, delay period activity was significantly dependent on contrast ratio when the distractor appeared in the receptive field”senses[0]
sensedelay activity as memory - AN INFERENCE THE PAPER REPORTS AS DISPUTED: neurons discharge while a stimulus is held in memory, and it has been argued that temporal correlation does not necessarily imply involvement of that activity in perceptual memory, so the field's central inference is named as contested inside a paper that relies on it— “Although neurons in the primate prefrontal cortex discharge while a stimulus is maintained in memory, it has been argued that temporal correlation does not necessarily imply involvement of this activity in perceptual memory”senses[1]
sensethe analysed sample - THE WHOLE RECORDING, BY DECISION: rather than dropping neurons whose responses were mainly to the cue or the saccade, the authors state they used the entire sample so as not to ignore those neurons' contribution to delay period activity— “We based the analysis of our results on the entire sample, rather than ignore the contribution of primarily cue and saccade neurons to the delay period activity”senses[2]
controleye-movement parameters as the cause of the contrast-ratio effect — held — rules out the reading that the contrast dependence is an artefact of where the animal lookedcontrols[0]
effect directiondistractor —causes→ delay period activity — no-change
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[0]
holds whendistractor —causes→ delay period activity — when the distractor is outside the receptive field and the target inside it
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[0]
holds whencontrast ratio —causes→ delay period activity — when the distractor appeared in the receptive field
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[1]
outcome (stated by the tagger, no quotation)control — heldcontrols[0]
for which uselimitation — any claim that the animals held LUMINANCE in memory: OUR TASK DID NOT EXPLICITLY REQUIRE THE ANIMALS TO REMEMBER THE LUMINANCE OF THE STIMULI; THE SUBJECT NEEDED ONLY TO DISCRIMINATE BETWEEN THEIR RELATIVE DIFFERENCE
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limitations[0]
for which uselimitation — the sensory account of the population: WE DID OBSERVE SOME NEURONS, PARTICULARLY THOSE WITH STRONG PRE-SACCADIC RESPONSES, THAT ONLY REFLECTED THE ANIMAL'S MOTOR RESPONSE
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
limitations[1]
for which uselimitation — any summary of what modulates delay period activity here: it was not significantly modulated by a distractor outside the receptive field when the target was inside, and was significantly dependent on contrast ratio when the distractor appeared inside the receptive field
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
limitations[2]
for which uselimitation — the claim that this delay activity is memory: the authors report the argument
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limitations[3]
for which uselimitation — any population statistic reported here: the authors based the analysis on the entire sample rather than ignoring the contribution of primarily cue and saccade neurons to delay period activity
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limitations[4]
evidential statusmechanism — the paper's own words: we propose that
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mechanisms[0]
replicationcontested
limitationThe task never required luminance itself to be remembered, only the relative comparison
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limitations[0]
limitationNot all recorded neurons fitted the sensory account; some reflected only the motor response
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limitations[1]
limitationThe two results on the same measure hold under opposite spatial conditions.
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limitations[2]
limitationThe inference the whole result rests on is reported by the authors as contested.
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limitations[3]
limitationThe analysis population was chosen by an explicit decision not to exclude two neuron types.
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limitations[4]
Content tags
content-observations: finding · quantity · variable · definition · key-term — grounded in the full text
findingDelay-period activity depended significantly on contrast ratio when the distractor appeared in the receptive field.
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content_tags.findings[0]
findingMnemonic prefrontal activity was directly correlated with the monkeys' psychophysical performance.
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content_tags.findings[2]
findingNeuronal discriminability between target and distractor tracked contrast ratio across the entire delay, not only early in it.
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content_tags.findings[3]
findingContrary to that account's prediction, responses stayed graded by luminance throughout the delay.
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content_tags.findings[4]
findingThe effect was significant for 42% of the neurons (45% and 25% in the two animals).
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content_tags.findings[5]
findingThe contrast effect was significant across the population when the distractor was in the receptive field but not when the target was, as with the fixed delay.
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content_tags.findings[6]
findingReward expectation cannot explain the pattern, because firing was strongest in the condition of minimum expected reward.
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content_tags.findings[7]
quantity52 — isolated prefrontal neurons analysed in the fixed-delay experiment, from two rhesus monkeys
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content_tags.quantities[0]
quantity75% — behavioural accuracy threshold, reached at a distractor/target contrast ratio of 1-4%
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content_tags.quantities[1]
quantity42% — proportion of neurons with significantly elevated delay activity for a distractor in the receptive field
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content_tags.quantities[2]
quantity24 — additional neurons recorded in the variable-delay control experiment
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content_tags.quantities[3]
quantity–0.037, p < 10–5 — regression slope of normalized delay firing on log contrast ratio when the distractor was in the receptive field
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content_tags.quantities[4]
quantityR2 = 0.99, 0.97 — fit of psychophysical performance to the logarithm of contrast ratio for the two monkeys
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content_tags.quantities[5]
evidence status notequantity — THE QUOTE STOPS WHERE THE PAGE ENDS: the sentence breaks mid-word after 'respec' (for 'respectively') into the page footer and a figure, and it resumes only after them, so the bracket it opened is not closed inside the quote.content_tags.quantities[5]
quantityF66,4284 = 0.57, p > 0.9 — non-significant time-by-contrast interaction in the ANOVA on ROC discrimination probability
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content_tags.quantities[6]
variablecontrast ratio (independent)
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content_tags.variables[0]
variablefiring rate (dependent)
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content_tags.variables[3]
variablepercentage of correct saccades (dependent)
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content_tags.variables[4]
variablesaccade metrics (covariate)
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content_tags.variables[5]
definitionarea under the ROC curve
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content_tags.definitions[0]
definitionshort-term memory trace
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content_tags.definitions[1]
definitionworking memory
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content_tags.definitions[2]
Concepts
terms this paper carries, each with the sentence it was cut from — the layer that joins one paper to another. Terms with no quote yet are on CONCEPTS.html.
conceptdelay period activity
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concepts[0]
conceptdistractor
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concepts[1]
conceptcontrast ratio
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concepts[2]
conceptreceptive field
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concepts[3]
conceptperceptual memory
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concepts[4]
Statistics — cross-field join keys
field-invariant statistical terms, used in their statistical sense (gated on a number / symbol / test). A p-value or a standard deviation means the SAME thing in physics, biology, psychology and sociology — so these are the strongest cross-field join keys. Grounded verbatim.
t-test p as written: paired t-test
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content_tags.statistics[0]
regression as written: regression analysis
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content_tags.statistics[1]
linear regression
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content_tags.statistics[2]
ANOVA F as written: two-way ANOVA
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content_tags.statistics[3]
ROC analysis as written: receiver-operating characteristic (ROC) analysis
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content_tags.statistics[4]
coefficient of determination R2 as written: R2
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content_tags.statistics[5]
evidence status notecoefficient of determination — THE QUOTE STOPS WHERE THE PAGE ENDS: the sentence breaks mid-word after 'respec' (for 'respectively') into the page footer and a figure, and it resumes only after them, so the bracket it opened is not closed inside the quote.content_tags.statistics[5]
p-value p as written: p < 10–5
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content_tags.statistics[6]

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