The what, where and how of delay activity — TEI-tagged view

Sreenivasan, D’Esposito · 2019 · neuroscience · doi:10.1038/s41583-019-0176-7 · 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 (xml); every evidence string verified as an exact substring of that text before merging. Claim relations is empty on purpose. The article is a narrative review and cites prior work by superscript number; where names do appear (e.g. Fuster and Alexander, Kubota and Niki, Lundqvist et al.) they are used to describe other people's findings, not to state a relation between this Review's own claim and that work, so nothing met the 'explicitly relates itself to named prior work' bar. The review does report existing disputes it did not itself adjudicate (e.g. whether gamma bursts merely reflect spiking, and the challenge to the sensory recruitment model); replication status is left untested because the paper makes no replication claim about its own thesis. 2026-08-13 and 2026-08-26 schema-0.3 passes: 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.
This record’s own method is review, and the tags below follow from that. A review’s findings, quantities and statistics are things stated IN this paper, and some of them report results obtained elsewhere. No tag on this page names a different author. Measured across every review in this corpus, 81% of a review’s tags carry no citation at all — most of them are the review speaking. The corpus does not adjudicate the rest: read an unmarked tag as a claim this paper makes, not necessarily one it made first.
Other fields define these differently the same word, defined another way in another discipline
EEG 4 fields · species 3 fields · task 2 fields · bistability 2 fields · fMRI 2 fields · WM 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 activity2 WM5 lPFC technique scale2 species10 task13 region3 averaging3 burst2 gamma9 beta3 mixed selectivity3 EEG10 fMRI24 review319

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 activity in working memory— “Working memory is characterized by neural activity that persists during the retention interval of delay tasks.”
claim-typecritique— “First, although delay activity has classically been described as sustained activation of highly tuned neurons or neural populations, the abundance of evidence for time-varying forms of delay activity and population coding indicates that a broader view of delay activity is necessary.”
method — evidence— “This Review integrates findings across subfields of neuroscience to critically evaluate the what, where and how of delay activity.”
object of study — evidence— “Working memory is characterized by neural activity that persists during the retention interval of delay tasks. Despite the ubiquity of this ‘delay activity’ across tasks, species and experimental techniques, our understanding of this phenomenon remains incomplete. Although initially there was a narrow focus on sustained activation in a small…
research question — evidence— “Although initially there was a narrow focus on sustained activation in a small number of brain regions, methodological and analytical advances have allowed researchers to uncover previously unobserved forms of delay activity across the entire brain.”
contribution — evidence— “discussions of delay activity that typically focus on increases in spike rate or functional MRI (fMRI) signal that persist throughout a WM delay, we consider delay activity to be any task-related change in neural activity that spans the interval between a stimulus and the behavioural response in a WM delay task . This expanded definition…
mechanismStructured recurrent excitation with tuned excitation–inhibition balance lets network spiking settle into a self-sustaining attractor state that keeps the memory alive without input— “When the connectivity between neurons in the network is properly structured, and when the balance between excitation and inhibition is well-tuned, spiking dynamics settle into a stable attractor state in the absence of any input”mechanisms[0]
mechanismSlow NMDA-receptor excitation stabilises attractor networks so that persistent spiking can be maintained over seconds— “The relatively slow excitatory dynamics of NMDAR activation can provide a stabilizing influence on attractor networks, allowing these networks to sustain a representation through persistent spiking over several seconds”mechanisms[1]
mechanismEncoding-driven changes in synaptic weights turn the network into a matched filter, so the memory is stored silently and revealed when noisy input is fed through it— “According to activity silent models, shifts in synaptic weights during stimulus encoding cause the network to act as a matched filter”mechanisms[2]
mechanismFeedforward connections between similarly tuned cells relay brief bursts of spiking along a chain, storing information without any single cell firing continuously— “This connectivity enables the network to store information through brief periods of above-baseline spiking that are passed between cells”mechanisms[3]
mechanismLong-range input (from thalamus) is required for local cortical circuits to sustain delay activity at all— “local circuit mechanisms, which have long been implicated in delay activity, may be insufficient to sustain delay activity in the absence of long-range input”mechanisms[4]
mechanismthe definition is widened deliberately and its price is named in the same sentence: THIS EXPANDED DEFINITION ALLOWS FOR A MORE INCLUSIVE AND COMPREHENSIVE EVALUATION OF DELAY ACTIVITY, BUT AT THE SAME TIME CALLS ATTENTION TO THE CHALLENGE OF COMPARING DATA ACROSS DIFFERENT EXPERIMENTAL METHODS, BRAIN REGIONS AND SPECIES— “discussions of delay activity that typically focus on increases in spike rate or functional MRI (fMRI) signal that persist throughout a WM delay, we consider delay activity to be any task-related change in neural activity that spans the interval between a stimulus and the behavioural response in a WM delay task . This expanded definition…mechanisms[5]
mechanismand the one design that escapes the problem: WE ADDRESS THIS ISSUE BY HIGHLIGHTING STUDIES THAT RECORD DELAY ACTIVITY ACROSS MULTIPLE BRAIN REGIONS IN THE SAME EXPERIMENT— “We address this issue by highlighting studies that record delay activity across multiple brain regions in the same experiment. Second, we emphasize points of connection between empirical studies and neural models of delay activity.”mechanisms[6]
mechanisma code that cannot be read from its parts: THE PROPERTY OF NONLINEAR MIXED SELECTIVITY ENABLES INDIVIDUAL NEURONS TO RESPOND TO COMBINATIONS OF TASK AND STIMULUS FEATURES SUCH THAT FEATURE COMBINATIONS CANNOT BE READ OUT FROM THE RESPONSES OF THE INDIVIDUAL NEURON ALONE AND INSTEAD ARE ENCODED IN THE COMBINED ACTIVITY OF SEVERAL NEURONS— “The property of nonlinear mixed selectivity enables individual neurons to respond to combinations of task and stimulus features such that feature combinations cannot be read out from the responses of the individual neuron alone 124 and instead are encoded in the combined activity of several neurons”mechanisms[7]
critiques the narrow definition of delay activity as sustained spike-rate or fMRI increase— “discussions of delay activity that typically focus on increases in spike rate or functional MRI (fMRI) signal that persist throughout a WM delay, we consider delay activity to be any task-related change in neural activity that spans the interval between a stimulus and the behavioural response in a WM delay task . This expanded definition…claim_relations[0]
reconciles the positions that lPFC delay activity codes content and that it codes goals— “reconcile these perspectives have given rise to a more nuanced view: that lPFC delay activity simultaneously represents multiple dimensions of WM content and goals”claim_relations[1]
qualifies the classic sustained-enhancement description of delay activity— “Moreover, the frequency of gamma bursts also increased when the monkey accessed WM information to compare a memory item with a visually presented probe 42 . Only after averaging activity over trials did the classic patterns of sustained gamma and beta enhancement emerge.”claim_relations[2]
reconciles the positions that lPFC delay activity codes content and that it codes goals— “reconcile these perspectives have given rise to a more nuanced view: that lPFC delay activity simultaneously represents multiple dimensions of WM content and goals”claim_relations[3]
senseTHE DEFINITION IS WIDENED IN THE SECOND PARAGRAPH, AND THE COST IS IN THE SAME SENTENCE: WE CONSIDER DELAY ACTIVITY TO BE ANY TASK-RELATED CHANGE IN NEURAL ACTIVITY THAT SPANS THE INTERVAL BETWEEN A STIMULUS AND THE BEHAVIOURAL RESPONSE IN A WM DELAY TASK - THIS EXPANDED DEFINITION ALLOWS FOR A MORE INCLUSIVE AND COMPREHENSIVE EVALUATION OF DELAY ACTIVITY, BUT AT THE SAME TIME CALLS ATTENTION TO THE CHALLENGE OF COMPARING DATA ACROSS DIFFERENT EXPERIMENTAL METHODS, BRAIN REGIONS AND SPECIES— “discussions of delay activity that typically focus on increases in spike rate or functional MRI (fMRI) signal that persist throughout a WM delay, we consider delay activity to be any task-related change in neural activity that spans the interval between a stimulus and the behavioural response in a WM delay task . This expanded definition…senses[0]
senseand what it replaces is named: DISCUSSIONS OF DELAY ACTIVITY THAT TYPICALLY FOCUS ON INCREASES IN SPIKE RATE OR FUNCTIONAL MRI (fMRI) SIGNAL THAT PERSIST THROUGHOUT A WM DELAY. The older definition is a MEASUREMENT; the new one is a RELATION to the task— “discussions of delay activity that typically focus on increases in spike rate or functional MRI (fMRI) signal that persist throughout a WM delay, we consider delay activity to be any task-related change in neural activity that spans the interval between a stimulus and the behavioural response in a WM delay task . This expanded definition…senses[1]
senseTHE PHENOMENON GREW WHEN THE INSTRUMENTS CHANGED: ALTHOUGH INITIALLY THERE WAS A NARROW FOCUS ON SUSTAINED ACTIVATION IN A SMALL NUMBER OF BRAIN REGIONS, METHODOLOGICAL AND ANALYTICAL ADVANCES HAVE ALLOWED RESEARCHERS TO UNCOVER PREVIOUSLY UNOBSERVED FORMS OF DELAY ACTIVITY ACROSS THE ENTIRE BRAIN— “Although initially there was a narrow focus on sustained activation in a small number of brain regions, methodological and analytical advances have allowed researchers to uncover previously unobserved forms of delay activity across the entire brain.”senses[2]
senseand each instrument sees a different thing: RECORDING DELAY ACTIVITY AT THESE DIFFERENT SCALES REQUIRES MULTIPLE TECHNIQUES, EACH OF WHICH IS SENSITIVE TO DIFFERENT ASPECTS OF THE UNDERLYING NEURONAL SIGNALS— “Delay activity can be observed in many forms at various scales — from individual neurons, to cell assemblies comprised of tens of neurons, meso-scale interregional circuits or macro-level networks that recruit regions throughout the brain. Recording delay activity at these different scales requires multiple techniques, each of which is…senses[3]
senseTHE CLASSIC RESULT IS A PRODUCT OF THE AVERAGE: ONLY AFTER AVERAGING ACTIVITY OVER TRIALS DID THE CLASSIC PATTERNS OF SUSTAINED GAMMA AND BETA ENHANCEMENT EMERGE. The sustained pattern that named the phenomenon is not present in any single trial— “Moreover, the frequency of gamma bursts also increased when the monkey accessed WM information to compare a memory item with a visually presented probe 42 . Only after averaging activity over trials did the classic patterns of sustained gamma and beta enhancement emerge.”senses[4]
senseand the underlying signal is disputed: SOME HAVE ARGUED AGAINST THIS INTERPRETATION OF LFP BURST DATA, SUGGESTING THAT GAMMA BURSTS MAY ACTUALLY REFLECT SPIKING— “Some have argued against this interpretation of LFP burst data, suggesting that gamma bursts may actually reflect spiking”senses[5]
senseTHE OBSTACLE IS THE SAME THREE THINGS EVERY TIME: DIFFERENCES IN TASKS, METHODOLOGY AND SPECIES IN THE ABOVE STUDIES POSE A SIGNIFICANT OBSTACLE TO UNCOVERING THE LOCATION AND FUNCTION OF DELAY ACTIVITY— “Differences in tasks, methodology and species in the above studies pose a significant obstacle to uncovering the location and function of delay activity. Here we consider studies that directly compare delay activity across regions.”senses[6]
senseand the only clean design is named: WE ADDRESS THIS ISSUE BY HIGHLIGHTING STUDIES THAT RECORD DELAY ACTIVITY ACROSS MULTIPLE BRAIN REGIONS IN THE SAME EXPERIMENT - compare within one experiment, because between experiments the comparison is not available— “We address this issue by highlighting studies that record delay activity across multiple brain regions in the same experiment. Second, we emphasize points of connection between empirical studies and neural models of delay activity.”senses[7]
senseA CODE THAT CANNOT BE READ FROM ITS PARTS: NONLINEAR MIXED SELECTIVITY ENABLES INDIVIDUAL NEURONS TO RESPOND TO COMBINATIONS OF TASK AND STIMULUS FEATURES SUCH THAT FEATURE COMBINATIONS CANNOT BE READ OUT FROM THE RESPONSES OF THE INDIVIDUAL NEURON ALONE AND INSTEAD ARE ENCODED IN THE COMBINED ACTIVITY OF SEVERAL NEURONS. A per-neuron tag cannot carry what the population encodes— “The property of nonlinear mixed selectivity enables individual neurons to respond to combinations of task and stimulus features such that feature combinations cannot be read out from the responses of the individual neuron alone 124 and instead are encoded in the combined activity of several neurons”senses[8]
senseand it is offered as a reconciliation of two positions: ATTEMPTS TO RECONCILE THESE PERSPECTIVES HAVE GIVEN RISE TO A MORE NUANCED VIEW, THAT lPFC DELAY ACTIVITY SIMULTANEOUSLY REPRESENTS MULTIPLE DIMENSIONS OF WM CONTENT AND GOALSsenses[9]
senseAND FOR ONE INSTRUMENT THE SOURCE OF THE SIGNAL IS UNKNOWN: CHALLENGES IN LOCALIZING EEG ACTIVITY MAKE IT UNCLEAR WHERE IN THE BRAIN THESE SIGNALS ORIGINATE - so a `where` claim from that instrument is not a claim about a placesenses[10]
sensethe review's own framing of what it is doing: IN LIGHT OF THESE NEW FINDINGS, THIS REVIEW RECONSIDERS WHAT DELAY ACTIVITY IS, WHERE IN THE BRAIN IT IS FOUND, WHAT ROLES IT SERVES AND HOW IT MAY BE GENERATEDsenses[11]
senseand it is offered as a reconciliation of two positions: ATTEMPTS TO RECONCILE THESE PERSPECTIVES HAVE GIVEN RISE TO A MORE NUANCED VIEW, THAT lPFC DELAY ACTIVITY SIMULTANEOUSLY REPRESENTS MULTIPLE DIMENSIONS OF WM CONTENT AND GOALS
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.
senses[12]
senseAND FOR ONE INSTRUMENT THE SOURCE OF THE SIGNAL IS UNKNOWN: CHALLENGES IN LOCALIZING EEG ACTIVITY MAKE IT UNCLEAR WHERE IN THE BRAIN THESE SIGNALS ORIGINATE - so a `where` claim from that instrument is not a claim about a place
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.
senses[13]
controlthe review restricted, where possible, to experiments that record several regions at once — partial — rules out differences between studies masquerading as differences between regions - WE ADDRESS THIS ISSUE BY HIGHLIGHTING STUDIES THAT RECORD DELAY ACTIVITY ACROSS MULTIPLE BRAIN REGIONS IN THE SAME EXPERIMENT
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.
controls[0]
differs inthe narrow definition of delay activity as sustained spike-rate or fMRI increase — what counts as delay activity - ANY TASK-RELATED CHANGE IN NEURAL ACTIVITY THAT SPANS THE INTERVAL BETWEEN A STIMULUS AND THE BEHAVIOURAL 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.
claim_relations[0]
differs inthe positions that lPFC delay activity codes content and that it codes goals — the assumption that a neuron codes one thing - NONLINEAR MIXED SELECTIVITY ENABLES INDIVIDUAL NEURONS TO RESPOND TO COMBINATIONS OF TASK AND STIMULUS FEATURES
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.
claim_relations[1]
differs inthe classic sustained-enhancement description of delay activity — whether trials are averaged - ONLY AFTER AVERAGING ACTIVITY OVER TRIALS DID THE CLASSIC PATTERNS OF SUSTAINED GAMMA AND BETA ENHANCEMENT EMERGE
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.
claim_relations[2]
differs inthe positions that lPFC delay activity codes content and that it codes goals — the assumption that a neuron codes one thing - NONLINEAR MIXED SELECTIVITY ENABLES INDIVIDUAL NEURONS TO RESPOND TO COMBINATIONS OF TASK AND STIMULUS FEATURES
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.
claim_relations[3]
auditdelay activity —part-of→ WM — Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but delay activity is defined as activity spanning a WM delay; part-of is loose.
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concept_edges[0]
depends ondelay activity —part-of→ WM — which definition is in force - the older one focuses on INCREASES IN SPIKE RATE OR FUNCTIONAL MRI (fMRI) SIGNAL THAT PERSIST THROUGHOUT A WM DELAY
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concept_edges[0]
notedelay activity —part-of→ WM — ANY TASK-RELATED CHANGE IN NEURAL ACTIVITY THAT SPANS THE INTERVAL BETWEEN A STIMULUS AND THE BEHAVIOURAL RESPONSE IN A WM DELAY TASK
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]
auditdelay activity —operationalised-as→ fMRI — Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the paper widens delay activity BEYOND spike-rate and fMRI increases; operationalised-as fMRI is loose.
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concept_edges[1]
notedelay activity —operationalised-as→ fMRI — the definition being replaced: DISCUSSIONS OF DELAY ACTIVITY THAT TYPICALLY FOCUS ON INCREASES IN SPIKE RATE OR FUNCTIONAL MRI (fMRI) SIGNAL THAT PERSIST THROUGHOUT A WM DELAY
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]
weightdelay activity —operationalised-as→ fMRI — 0.5
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concept_edges[1]
auditgamma —contrasted-with→ beta — Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span reports gamma bursts; the beta contrast is not in the shown text.
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concept_edges[7]
notegamma —contrasted-with→ beta — beta bursts SEEMED TO INHIBIT GAMMA BURSTS AND REDUCED THE INFORMATION CONTENT OF SPIKING ACTIVITY
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concept_edges[7]
outcome (stated by the tagger, no quotation)control — partialcontrols[0]
for which uselimitation — the attribution of delay activity to working memory: DELAY ACTIVITY IS SEEN MORE GENERALLY IN CONTEXTS THAT REQUIRE AN ORGANISM TO LINK A SENSORY STIMULUS TO A DELAYED BEHAVIOUR, SUCH AS DURING TASKS OF SUSTAINED ATTENTION OR DECISION MAKING
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[0]
for which uselimitation — every comparison the review makes under its own definition: it ALLOWS FOR A MORE INCLUSIVE AND COMPREHENSIVE EVALUATION ... BUT AT THE SAME TIME CALLS ATTENTION TO THE CHALLENGE OF COMPARING DATA ACROSS DIFFERENT EXPERIMENTAL METHODS, BRAIN REGIONS AND SPECIES
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 — the coverage of the biophysical modelling literature: AS THE RELATIONSHIP BETWEEN THE BIOPHYSICAL PROPERTIES OF NEURONS OR MICRO-SCALE NETWORKS AND THE EFP OR BOLD SIGNALS IS INCOMPLETELY UNDERSTOOD, BIOPHYSICAL MODELS ALMOST EXCLUSIVELY ATTEMPT TO DESCRIBE SPIKING
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 — pooling delay-activity findings across techniques without asking what each technique can see
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[3]
for which uselimitation — the localisation and function questions the review is asking: DIFFERENCES IN TASKS, METHODOLOGY AND SPECIES IN THE ABOVE STUDIES POSE A SIGNIFICANT OBSTACLE TO UNCOVERING THE LOCATION AND FUNCTION OF DELAY ACTIVITY
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[4]
for which uselimitation — treating a delay signal recorded one way as the same object as one recorded another way
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limitations[5]
for which uselimitation — the EEG evidence specifically: CHALLENGES IN LOCALIZING EEG ACTIVITY MAKE IT UNCLEAR WHERE IN THE BRAIN THESE SIGNALS ORIGINATE
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[6]
for which uselimitation — the LFP burst evidence: SOME HAVE ARGUED AGAINST THIS INTERPRETATION OF LFP BURST DATA, SUGGESTING THAT GAMMA BURSTS MAY ACTUALLY REFLECT SPIKING
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[7]
replicationuntested
limitationDELAY ACTIVITY IS SEEN MORE GENERALLY IN CONTEXTS THAT REQUIRE AN ORGANISM TO LINK A SENSORY STIMULUS TO A DELAYED BEHAVIOUR, SUCH AS DURING TASKS OF SUSTAINED ATTENTION OR DECISION MAKING; HERE, HOWEVER, WE EXAMINE DELAY ACTIVITY IN TASKS EXPLICITLY TESTING WM, WHERE IT HAS BEEN CHARACTERIZED MOST EXTENSIVELY
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[0]
limitationThe broad definition the review adopts makes comparison across methods, regions and species harder.
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limitations[1]
limitationAS THE RELATIONSHIP BETWEEN THE BIOPHYSICAL PROPERTIES OF NEURONS OR MICRO-SCALE NETWORKS AND THE EFP OR BOLD SIGNALS IS INCOMPLETELY UNDERSTOOD, BIOPHYSICAL MODELS ALMOST EXCLUSIVELY ATTEMPT TO DESCRIBE SPIKING ACTIVITY; ACCORDINGLY, WE FOCUS OUR DISCUSSION HERE ON DELAY SPIKING
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]
limitationthe expanded definition makes the literature harder to compare, not easier - THE CHALLENGE OF COMPARING DATA ACROSS DIFFERENT EXPERIMENTAL METHODS, BRAIN REGIONS AND SPECIES
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[3]
limitationDIFFERENCES IN TASKS, METHODOLOGY AND SPECIES IN THE ABOVE STUDIES POSE A SIGNIFICANT OBSTACLE TO UNCOVERING THE LOCATION AND FUNCTION OF DELAY ACTIVITY
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[4]
limitationeach instrument sees a different thing - RECORDING DELAY ACTIVITY AT THESE DIFFERENT SCALES REQUIRES MULTIPLE TECHNIQUES, EACH OF WHICH IS SENSITIVE TO DIFFERENT ASPECTS OF THE UNDERLYING NEURONAL SIGNALS
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[5]
limitationand for one of those instruments the source is unknown - CHALLENGES IN LOCALIZING EEG ACTIVITY MAKE IT UNCLEAR WHERE IN THE BRAIN THESE SIGNALS ORIGINATE
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[6]
limitationthe interpretation of the burst data is contested - SOME HAVE ARGUED AGAINST THIS INTERPRETATION OF LFP BURST DATA, SUGGESTING THAT GAMMA BURSTS MAY ACTUALLY REFLECT SPIKING
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[7]
limitationand for one of those instruments the source is unknown - CHALLENGES IN LOCALIZING EEG ACTIVITY MAKE IT UNCLEAR WHERE IN THE BRAIN THESE SIGNALS ORIGINATE
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[8]
Content tags
content-observations: finding · quantity · variable · definition · key-term — grounded in the full text
findingOne lateral prefrontal study estimated that only 3% of delay-active neurons spike at a stable rate throughout the delay.
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content_tags.findings[0]
findingGAMMA BURSTS WERE ASSOCIATED WITH INCREASED INFORMATION OR MORE ITEMS STORED IN WM, WHEREAS BETA BURSTS SEEMED TO INHIBIT GAMMA BURSTS AND REDUCED THE INFORMATION CONTENT OF SPIKING ACTIVITY
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content_tags.findings[1]
findingOptogenetically inhibiting thalamic delay activity disrupted delay activity in frontal regions.
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content_tags.findings[2]
findingThalamic delay activity is not a copy of the cortical signal — it is less content-selective than frontal delay activity yet causally sets frontal selectivity.
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content_tags.findings[3]
findingPOPULATION ANALYSES OF fMRI DATA HAVE REVEALED SUSTAINED REPRESENTATIONS OF WM CONTENT IN THE PATTERN OF ACTIVITY OF VOXELS DISTRIBUTED WITHIN PARIETAL AND SENSORY CORTICES, EVEN WHEN THE MEAN BOLD SIGNAL DOES NOT DIFFER FROM BASELINE ACROSS THE DELAY
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content_tags.findings[4]
findingWhich region shows delay activity depends on the animal's strategy: a prospective motor strategy raised prefrontal delay activity while a retrospective sensory strategy raised it in posterior cortex.
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content_tags.findings[5]
findingIn monkey lPFC, drift in population delay spiking predicted the size of the behavioural error.
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content_tags.findings[6]
findingBlocking prefrontal NMDA receptors eliminates delay spiking in non-human primates.
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content_tags.findings[7]
findingNo single biophysical model reproduces every property of delay activity, and most empirical results are equally compatible with several model classes.
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content_tags.findings[8]
findingWE CONSIDER DELAY ACTIVITY TO BE ANY TASK-RELATED CHANGE IN NEURAL ACTIVITY THAT SPANS THE INTERVAL BETWEEN A STIMULUS AND THE BEHAVIOURAL RESPONSE IN A WM DELAY TASK
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content_tags.findings[9]
findingTHIS EXPANDED DEFINITION ALLOWS FOR A MORE INCLUSIVE AND COMPREHENSIVE EVALUATION OF DELAY ACTIVITY, BUT AT THE SAME TIME CALLS ATTENTION TO THE CHALLENGE OF COMPARING DATA ACROSS DIFFERENT EXPERIMENTAL METHODS, BRAIN REGIONS AND SPECIES
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content_tags.findings[10]
findingMETHODOLOGICAL AND ANALYTICAL ADVANCES HAVE ALLOWED RESEARCHERS TO UNCOVER PREVIOUSLY UNOBSERVED FORMS OF DELAY ACTIVITY ACROSS THE ENTIRE BRAIN
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content_tags.findings[11]
findingONLY AFTER AVERAGING ACTIVITY OVER TRIALS DID THE CLASSIC PATTERNS OF SUSTAINED GAMMA AND BETA ENHANCEMENT EMERGE
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content_tags.findings[12]
findingDIFFERENCES IN TASKS, METHODOLOGY AND SPECIES IN THE ABOVE STUDIES POSE A SIGNIFICANT OBSTACLE TO UNCOVERING THE LOCATION AND FUNCTION OF DELAY ACTIVITY
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content_tags.findings[13]
findingFEATURE COMBINATIONS CANNOT BE READ OUT FROM THE RESPONSES OF THE INDIVIDUAL NEURON ALONE AND INSTEAD ARE ENCODED IN THE COMBINED ACTIVITY OF SEVERAL NEURONS
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content_tags.findings[14]
findingCHALLENGES IN LOCALIZING EEG ACTIVITY MAKE IT UNCLEAR WHERE IN THE BRAIN THESE SIGNALS ORIGINATE
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content_tags.findings[15]
findingSOME HAVE ARGUED AGAINST THIS INTERPRETATION OF LFP BURST DATA, SUGGESTING THAT GAMMA BURSTS MAY ACTUALLY REFLECT SPIKING
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content_tags.findings[16]
quantity3% — Proportion of delay-active lateral prefrontal neurons that fire at a stable rate through the whole delay
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content_tags.quantities[0]
quantity40–100 Hz — Frequency range the review assigns to the gamma band whose power is sustained during working-memory delays
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content_tags.quantities[1]
quantity42 — Number of cortical areas recorded simultaneously in the broadest-coverage monkey study of content-selective delay spiking
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content_tags.quantities[2]
quantity~100,000 — Number of voxels in a 3D fMRI brain image, each pooling tens of thousands of neurons
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content_tags.quantities[3]
quantity10–15 s — Typical fixed delay length used in the most common fMRI boxcar design for estimating delay activity
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content_tags.quantities[4]
variabledelay activity
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content_tags.variables[0]
definitiondelay spiking
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content_tags.definitions[1]
definitionpopulation coding
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content_tags.definitions[2]
definitionbistability
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content_tags.definitions[3]
definitionactivity silent models
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content_tags.definitions[4]
definitionnonlinear mixed selectivity
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content_tags.definitions[5]
definitionsensory recruitment model
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content_tags.definitions[6]
definitiondelay activity
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content_tags.definitions[7]
definitionmixed selectivity
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content_tags.definitions[8]
key-termsdelay activity, WM, lPFC, technique, scale, species, task, region, averaging, burst, gamma, beta, mixed selectivity, EEG, fMRI
Second readings
a facet read a second time, independently, from its own sentence — and whether the two readings agree
claim typecritique — a second reading reaching the same value; recorded: critique
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alternatives.claim_type
methodreview across scales and techniques, giving weight to studies that record in multiple regions within one experiment because that is the only way to compare — a second reading DIFFERING from the recorded value; recorded: review
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alternatives.method
phenomenona fifty-year-old phenomenon whose extent grew when the instruments changed, not when the brain did — a second reading DIFFERING from the recorded value; recorded: delay activity in working memory
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alternatives.phenomenon

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