Neural correlates of learning and working memory in the primate posterior parietal cortex

Rawley, Constantinidis · Neurobiology of learning and memory · 2009 · neuroscience · 10.1016/j.nlm.2008.12.006 · record Rawley2009-neural-correlates-of-learning-and-working-me
tag layer · index · concepts · authors · עברית
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 left empty deliberately. The paper cites prior work densely but nowhere positions its own claim against a named study; the one explicit disagreement it reports ("Contrary to the buffer concept, Miller and Cohen propose...") is between two third parties, not between this review and prior work, so recording it would violate the self-relation rule. Claim type is 'existence' rather than 'mechanism' because the review's payload is that these correlates are present in PPC at all, not a causal account of how they arise. Two of the three limitations are limits of the literature the review rests on rather than of a study design, which is the closest a review comes to self-stated limits; the first (scope restricted to LIP and 7a) is a genuine self-limitation. Substantial anatomical-atlas material (areas 5, VIP, 7b, AIP/CIP, LIP, 7a, DP, 7m) and the clinical-lesion section are not captured by any facet. 2026-08-13 and 2026-08-15 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. 4 tags on this page name the author the result belongs to. 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.
How to read this page. The article itself is not reproduced here — this paper is not cleared for redistribution, so what follows is the tag layer alone. The evidence sentences are withheld with the article. The table at the foot lists every tag the record carries; each row names the facet it belongs to, and the whose words column says whether the tag records the paper's own wording or the tagger's sentence about the paper. Every tag links to each other paper in the corpus carrying it. The machine-readable edition of the same thing is the TEI file beside this one, where the tags live in standOff, and the article is at its publisher via the link below. When we have changed our mind. Some entries in the table begin with a word in capitals and the reason for it. EVIDENCE CORRECTED — the finding still stands, but we had quoted the wrong sentence from the paper, and the quotation has been replaced with the right one. RETRACTED — the entry itself was wrong; it stays on the page, marked, with the reason, rather than being deleted. WITHDRAWN AND REPLACED — the entry was wrong, and a corrected version of it appears in the entries below. Each mark carries its own reason, in brackets, because the reasons differ from one entry to the next. An entry we have WITHDRAWN is removed from this page and kept in the record, with its reason. A line reading Audit and a date is a later re-reading of the entry against its whole sentence: DOUBTFUL means it was kept, and the reason says what is loose about it. Quotation marks inside the tagger's sentence. Where a tag is the tagger's own sentence, a phrase in quotation marks inside it is borrowed from the paper — the tagger's wording around it is not. The paper's own sentence is the evidence quote for that row; on this page it is withheld with the article, and the article is at its publisher. Nothing inside quotation marks anywhere on this page is ours: if it is quoted, it is the paper's. Whose words a concept carries. A concept entry records a term the paper itself uses, so the term, the sense given for it, and its evidence are the paper's own words, quoted where the paper fixes them. This is the opposite of a sense entry in the tag table, which is the tagger's sentence about how the paper uses a term. Where a concept entry could not be grounded in the paper's words, the entry says so on its own row.
Other fields define these differently the same word, defined another way in another discipline
working memory 4 fields · meta-analysis 4 fields · short-term memory 2 fields · selective attention 2 fields

Tags on this paper

Every tag the record carries, each linking to every other paper in the corpus that carries it. A tag appears here whether or not its words occur in the article — the spans below are only the ones a sentence in this paper licenses. Of the 22 concept tags on this paper, 2 are grounded in a quoted sentence. All carry the tagger's gloss of what the term means in this paper, which is not something the article can license.
posterior parietal cortex prefrontal cortex area 7a LIP intraparietal sulcus Brodmann working memory short-term memory visual-spatial sketchpad central executive delay period distracting stimuli selective attention neglect chunking set shifting attractor NMDA cortical cooling spectral power egocentric allocentric Delay-period activity is sustained because reciprocally connected pyramidal neurons re-excite each other, so discharges keep reverberating around the recurrent circuit after the stimulus is gone. Slow postsynaptic receptors (NMDA) keep the postsynaptic cell excited long enough for sparse presynaptic inputs to accumulate, which is what allows low-firing-rate cortical neurons to sustain reverberation. Damage to spatial working memory nodes destroys the record of which locations have already been searched, and that failure of book-keeping in the good hemifield compounds the failure to attend to the contralesional one. Parietal episodic-memory deficits arise because bottom-up processes no longer capture attention toward internally stored memories, so unprompted recall misses details that a top-down cue can still retrieve. Balint's syndrome memory simultanagnosia sensorimotor transformations meta-analysis review

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second readingalternativesan independent re-reading of a facet, recorded whether or not it agrees
relation to other workclaim_relationshow this paper stands to another: agrees, contradicts, extends, qualifies
claim typeclaim_typethe shape of the claim: existence, mechanism, method, critique, prediction, null
concept edgeconcept_edgesan asserted relation between two concepts, with the sentence asserting it
conceptconceptsan idea the paper works with, quoted where the paper uses it
content tagcontent_tagsa finding, definition, quantity, statistic or variable named in the paper
contributioncontributionwhat the paper claims to add
limitationlimitationswhat the paper says its evidence cannot support
mechanismmechanismshow the reported effect is said to come about
methodmethodhow the paper produced its evidence
object of studyobject_of_studywhat the paper is about — the thing it investigates
phenomenonphenomenonthe effect or regularity under study
research questionresearch_questionthe question the paper sets itself
sensesensesa distinct use of a term, quoted where the paper fixes it
transfertransfersa method or concept carried in from another field

The paper

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Every tag on this page

alternatives 3 · claim_relations 5 · claim_type 1 · concept_edges 6 · concepts 2 · content_tags 42 · contribution 1 · limitations 7 · mechanisms 9 · method 1 · object_of_study 1 · phenomenon 1 · research_question 1 · senses 5 · transfers 3

Relations on this page carry a quotation for the claim. Where a relation was separately evidenced — and so tested against the vocabulary for its type — the row says so; none of 6 relations here carry that mark. The rest are the tagger’s reading of the sentence quoted beside them.

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facettagfieldconf.whose words
object_of_studywhat the primate posterior parietal cortex contributes to working memory and to learning, against a tradition that assigned both to prefrontal cortex
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object_of_studythe paper's words
research_questionwhether parietal activity during memory and after training is a distinct contribution or a copy of the prefrontal signal
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research_questionthe paper's words
contributioncollects the evidence that parietal neurons hold stimuli after they vanish and are reshaped by training, and identifies distractor resistance as the property that separates parietal from prefrontal memory activity
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contributionthe paper's words
claim_typeexistence
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claim_typethe paper's words
phenomenonworking memory and learning in posterior parietal cortex
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phenomenonthe paper's words
methodreview
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also in: review
methodthe paper's words
mechanismsmechanisms
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mechanisms[0]the tagger's words
mechanismsmechanisms
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mechanisms[1]the tagger's words
mechanismsmechanisms
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mechanisms[2]the tagger's words
mechanismsmechanisms
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mechanisms[3]the tagger's words
mechanismssustained activity is modelled as reverberation in recurrent excitatory loops that keeps firing after the stimulus is gone
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mechanisms[4]1.0the tagger's words
mechanismsthe slow NMDA receptor is proposed as the element that lets sparse pyramidal firing sustain itself
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mechanisms[5]0.9the tagger's words
mechanismssuch networks settle into attractor states, with or without oscillation depending on the instantiation
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mechanisms[6]0.9the tagger's words
mechanismsspiking may not be the only carrier - intracellular and synaptic mechanisms are left open
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mechanisms[7]0.9the tagger's words
mechanismstraining changes what parietal neurons are selective for: colour selectivity appears when colour becomes task-relevant
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mechanisms[8]1.0the tagger's words
limitationsThe review's physiological coverage is restricted to areas LIP and 7a rather than the whole of posterior parietal cortex.
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limitations[0]the tagger's words
limitationsThe evidence base lacks direct multi-area comparisons in monkeys, so functional differences between parietal areas are not firmly established.
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limitations[1]the tagger's words
limitationsThe monkey-to-human mapping of parietal subdivisions that the review relies on is unresolved.
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limitations[2]the tagger's words
limitationsthe correspondence between monkey and human parietal areas remains unclear, because few studies compare several areas directly
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limitations[3]1.0the tagger's words
limitationscompeting naming schemes and areas present in one species' atlas but not the other have impeded functional correspondence
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limitations[4]1.0the tagger's words
limitationsthe boundary of the region itself is defined loosely, by sulci
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limitations[5]1.0the tagger's words
limitationsthe psychological subsystems of working memory are functional units and should not be read as brain regions
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limitations[6]1.0the tagger's words
transfersBaddeley's four-subsystem model of working memory, imported as the framework for describing what is held and manipulated
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transfers[0]1.0the tagger's words
transfersattractor dynamics, used to describe how a recurrent network holds a state
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transfers[1]0.9the tagger's words
transfersthe neglect syndrome, the signature deficit after parietal damage and the original evidence for parietal function
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transfers[2]1.0the tagger's words
conceptsneglect
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also in: neglect
concepts[13]0.85the paper's words
conceptsset shifting
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also in: set shifting
concepts[15]0.85the paper's words
sensesworking memory and short-term memory name the SAME system; the newer term marks an emphasis on manipulation rather than storage, not a different referent
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senses[0]1.0the tagger's words
sensesposterior parietal cortex has no single delineation: Brodmann, von Economo-Koskinas and von Bonin-Bailey each name the same tissue differently, and areas 39 and 40 exist in the human scheme but not the monkey one
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senses[1]1.0the tagger's words
sensescentral executive, visual-spatial sketchpad and phonological loop are FUNCTIONAL units of a psychological model, explicitly not anatomical ones
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senses[2]1.0the tagger's words
sensesegocentric and allocentric are two frames of reference, the second phylogenetically recent and late-developing in humans
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senses[3]0.9the tagger's words
sensesthis record is a REVIEW - every finding in it is another paper's, and the quotes are the reviewers' summary rather than a primary report
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senses[4]1.0the tagger's words
alternativesclaim_type: existence
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a second reading reaching the same value. Recorded: existence — note: a second reading reaching the same value from a different sentence. Not applied - a person decides.
alternatives.claim_typethe tagger's words
alternativesmethod: narrative review of monkey single-unit recording, human imaging, lesion and stimulation studies; no new data
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a second reading DIFFERING from the recorded value. Recorded: review — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.
alternatives.methodthe tagger's words
alternativesphenomenon: sustained neuronal discharge representing a stimulus that is no longer present
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a second reading DIFFERING from the recorded value. Recorded: working memory and learning in posterior parietal cortex — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.
alternatives.phenomenonthe tagger's words
claim_relationsqualifies → the tradition assigning working memory to prefrontal cortex alone
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claim_relations[0]1.0the tagger's words
claim_relationscritiques → attempts to map Baddeley's working memory subsystems onto brain regions
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differs in: THE AXIS IS FUNCTIONAL VERSUS ANATOMICAL INDIVIDUATION. 'these working memory subsystems refer to functional rather than anatomical units ... For example, the prefrontal cortex seems a logical functional neural analogue to the central executive. However, physiological evidence indicates that prefrontal neurons in area 46 represent spatial and ob[ject information].' The mapping from a model component to a brain region is denied as an identity while kept as an analogy.
claim_relations[1]1.0the tagger's words
claim_relationscritiques → the cross-species area nomenclature inherited from the pioneering anatomists
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claim_relations[2]1.0the tagger's words
claim_relationssupports → reverberatory recurrent-network accounts of sustained delay activity
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claim_relations[3]0.9the tagger's words
claim_relationsreconciles → prefrontal and parietal accounts of delay activity, by assigning them different roles in one network
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claim_relations[4]0.9the tagger's words
concept_edgesposterior parietal cortex —distinct-from→ prefrontal cortex
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strength of the relation: 1 · note: CRITERION: parietal memory activity is overwritten by an intervening distractor and prefrontal activity is not. The two are indistinguishable on the usual measure - see the identical-percentages finding - and separated by this one manipulation Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the span writes 'parietal cortex' / 'frontal cortical neurons', not the two full names.
concept_edges[0]1.0the tagger's words
concept_edgesworking memory —same-as→ short-term memory
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strength of the relation: 0.9 · note: SAME REFERENT, different emphasis - the paper says outright that the newer term does not name a different system. Neither synonymy by fiat nor a renaming across fields: a reframing
concept_edges[1]1.0the tagger's words
concept_edgesvisual-spatial sketchpad —operationalised-as→ posterior parietal cortex
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strength of the relation: 0.4 — the record marks this weak · note: OFFERED IN THE CONCLUSION AND HEDGED ('could provide'). The body of the same paper denies this mapping at the level of the region pair - see the mapping-declined limitation. Weight kept low deliberately Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but PPC activity 'COULD PROVIDE a physiological correlate' to the sketchpad; operationalised-as is hedged.
concept_edges[2]0.6the tagger's words
concept_edgesRETRACTED (NEITHER ENDPOINT IS ATTESTED AS WRITTEN) · area 7a —part-of→ posterior parietal cortex
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RETRACTED: NEITHER ENDPOINT IS ATTESTED AS WRITTEN. The edge is 'area 7a --part-of--> posterior parietal cortex'. The span: 'PARIETAL AREAS 7A…' The paper writes 'parietal areas 7a and LIP'; the edge writes 'area 7a' and 'posterior…'. THE CONTAINMENT IS TRUE OF THE FIELD - 7a is a posterior parietal area - AND THE SPAN NEVER SAYS IT, which is the commonest fault in this corpus and one this edge shares with the 66 expanded-endpoint rows measured this hour. Predates the endpoint check and would be refused today. Found by the neighbour query. — strength of the relation: 1 Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the span writes 'parietal areas 7a and LIP', not 'posterior parietal cortex'.
concept_edges[4]1.0the tagger's words
concept_edgesEVIDENCE CORRECTED (RE-GROUNDED) · LIP —part-of→ posterior parietal cortex
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EVIDENCE CORRECTED: RE-GROUNDED. The old span compared prefrontal and parietal neurons without naming LIP's container. This sentence names both: working memory activity 'in the posterior parietal…' described as 'discharges in monkey AREA LIP'. — strength of the relation: 1
concept_edges[5]0.85the tagger's words
concept_edgesspectral power —operationalised-as→ selective attention
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strength of the relation: 0.7 · note: a decrease at 5-10 Hz distinguishes attending from remembering, in trained animals Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but attention and maintenance were CHARACTERIZED BY decreased 5-10 Hz power; operationalised-as is loose.
concept_edges[10]0.9the tagger's words
content_tagsParietal memory-related activity is disrupted by intervening distractors and represents whichever stimulus appeared most recently, relevant or not.
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content_tags.findings[0]the tagger's words
content_tagsThe proportion of neurons showing working-memory activity is essentially the same in parietal areas 7a and LIP as in prefrontal areas 46 and FEF.
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WHOSE RESULT THIS IS: LIP and prefrontal areas 46 and FEF ( Chafee & Goldman-Rakic, 1998 ). - THE RESULT IS THE CITED WORK'S AND THE CITATION TRAILS THE SENTENCE. A plain noun phrase is the subject of the result verb and the attribution is a bracket at the end - 'Neurons within the dorsal temporal pole demonstrated match suppression ... ( Ng et al., 2014 )'. Neither of my two cues could see this shape, so THESE WERE READ RATHER THAN SWEPT: 36 candidates of the shape, 20 read, 11 marked, 9 refused. THE REFUSALS ARE WHY IT IS NOT A CUE: 'Aru2012 findings[16]' is the paper's OWN result with a citation supporting the localisation, 'Natan2015 findings[3]' ends 'consistent with previous findings ( Szymanski et al., 2009 )' where the main clause is the paper's, and 'Drieu2019' x3 are 'One cannot entirely rule out...' - a limitation, not an attribution. About 55% precise, which is a list to read and not a sweep to run.
content_tags.findings[1]the tagger's words
content_tagsArea 7a neurons hold the remembered location of a visual stimulus even when no motor response to it is planned, so the signal is mnemonic rather than motor-preparatory.
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WHOSE RESULT THIS IS: studies in area 7a demonstrated - THE SUBJECT OF THIS RESULT IS AN INDEFINITE STUDY, NOT THIS PAPER. 'Previous studies reported', 'studies in guinea pig showed', 'recent studies have reported' - somebody else's work under a common noun rather than a name, with a citation in the sentence and no first-person marker. The quote is verbatim and the claim is true; only the attribution is wrong. FOUND BY MEASURING MY OWN CUE'S RECALL: the first sweep required a NAMED author as the subject ('Sperling (1960) demonstrated') and found 17. Reading eleven citation-bearing findings on 'Plakke2016' by hand showed four the cue could not see - 'A study examining recognition found', 'studies of typical human subjects have demonstrated', 'A follow up study found' - so the named cue's 17 was a floor and not a count. A CUE'S FALSE POSITIVES TELL YOU NOTHING ABOUT ITS FALSE NEGATIVES, and the only way to find these was to read a record's whole layer.
content_tags.findings[2]the tagger's words
content_tagsAttending to and holding a stimulus in working memory was marked by distinct firing patterns, notably lower spectral power at 5-10 Hz.
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content_tags.findings[3]the tagger's words
content_tagsColour selectivity in posterior parietal neurons, normally low, increases once colour becomes the cue that signifies which eye movement to make.
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content_tags.findings[4]the tagger's words
content_tagsTMS during the delay period slows responses whether applied over prefrontal or parietal cortex, but TMS during the decision period impairs performance only over prefrontal cortex.
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content_tags.findings[5]the tagger's words
content_tagsMonkeys trained on a salience-detection task signal the target faster and with more discriminable activity than untrained monkeys, although the overall response pattern is unchanged.
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content_tags.findings[6]the tagger's words
content_tagsImaging meta-analysis places area 7 in every executive component of working memory tested - ordering, updating and manipulating items - as well as in spatial content.
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WHOSE RESULT THIS IS: studies involving working memory tasks revealed - THE SUBJECT OF THIS RESULT IS AN INDEFINITE STUDY, NOT THIS PAPER. 'Previous studies reported', 'studies in guinea pig showed', 'recent studies have reported' - somebody else's work under a common noun rather than a name, with a citation in the sentence and no first-person marker. The quote is verbatim and the claim is true; only the attribution is wrong. FOUND BY MEASURING MY OWN CUE'S RECALL: the first sweep required a NAMED author as the subject ('Sperling (1960) demonstrated') and found 17. Reading eleven citation-bearing findings on 'Plakke2016' by hand showed four the cue could not see - 'A study examining recognition found', 'studies of typical human subjects have demonstrated', 'A follow up study found' - so the named cue's 17 was a floor and not a count. A CUE'S FALSE POSITIVES TELL YOU NOTHING ABOUT ITS FALSE NEGATIVES, and the only way to find these was to read a record's whole layer.
content_tags.findings[7]the tagger's words
content_tagsparietal and prefrontal cortex show virtually identical proportions of neurons with working memory responses
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content_tags.findings[8]1.0the tagger's words
content_tagsparietal delay activity is overwritten by an intervening distractor; prefrontal activity is not
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content_tags.findings[9]1.0the tagger's words
content_tagsTMS over prefrontal cortex disrupted the decision phase of a memory task while TMS over parietal cortex did not
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content_tags.findings[10]1.0the tagger's words
content_tagscooling either PPC or PFC profoundly affects the output of neurons in the other
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content_tags.findings[11]1.0the tagger's words
content_tagsparietal neurons acquire colour selectivity when colour becomes task-relevant, having had little before
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content_tags.findings[12]1.0the tagger's words
content_tagstrained animals' parietal neurons signalled the target faster and more discriminably than naive animals'
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WHOSE RESULT THIS IS: studies revealed - THE SUBJECT OF THIS RESULT IS AN INDEFINITE STUDY, NOT THIS PAPER. 'Previous studies reported', 'studies in guinea pig showed', 'recent studies have reported' - somebody else's work under a common noun rather than a name, with a citation in the sentence and no first-person marker. The quote is verbatim and the claim is true; only the attribution is wrong. FOUND BY MEASURING MY OWN CUE'S RECALL: the first sweep required a NAMED author as the subject ('Sperling (1960) demonstrated') and found 17. Reading eleven citation-bearing findings on 'Plakke2016' by hand showed four the cue could not see - 'A study examining recognition found', 'studies of typical human subjects have demonstrated', 'A follow up study found' - so the named cue's 17 was a floor and not a count. A CUE'S FALSE POSITIVES TELL YOU NOTHING ABOUT ITS FALSE NEGATIVES, and the only way to find these was to read a record's whole layer.
content_tags.findings[13]1.0the tagger's words
content_tagsattention and memory maintenance were characterized by a fall in 5-10 Hz spectral power
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content_tags.findings[14]1.0the tagger's words
content_tagstwo patients with frontal lesions and no neglect still failed spatial working memory, dissociating the two deficits
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content_tags.findings[15]1.0the tagger's words
content_tagsthe Corsi task was modified to put all items on the vertical midline, removing the attentional bias from the memory measure
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content_tags.findings[16]1.0the tagger's words
content_tagsMAPPING DECLINED: the parietal-prefrontal specialisation does not correspond to Baddeley's subsystems, since both regions do visual-spatial and executive work
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content_tags.findings[17]1.0the tagger's words
content_tagsMAPPING OFFERED, HEDGED: the conclusion nonetheless proposes parietal activity as a possible correlate of the visual-spatial sketchpad
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content_tags.findings[18]1.0the tagger's words
content_tagsalternative accounts of what sustained prefrontal activity represents are listed without adjudication
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content_tags.findings[19]1.0the tagger's words
content_tagsworking memory
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content_tags.definitions[0]the tagger's words
content_tagschunking
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also in: chunking
content_tags.definitions[1]the tagger's words
content_tagsset shifting
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also in: set shifting
content_tags.definitions[2]the tagger's words
content_tagsBalint's syndrome
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content_tags.definitions[3]the tagger's words
content_tagsmemory simultanagnosia
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content_tags.definitions[4]the tagger's words
content_tagssensorimotor transformations
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content_tags.definitions[5]the tagger's words
content_tagsselective attention
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content_tags.definitions[6]the tagger's words
content_tagsworking memory
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content_tags.definitions[7]1.0the tagger's words
content_tagsshort-term memory
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content_tags.definitions[8]1.0the tagger's words
content_tagschunking
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also in: chunking
content_tags.definitions[9]1.0the tagger's words
content_tagsset shifting
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content_tags.definitions[10]1.0the tagger's words
content_tagsneglect
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content_tags.definitions[11]1.0the tagger's words
content_tagsattractor
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also in: attractor
content_tags.definitions[12]0.9the tagger's words
content_tags5 cm — the distance from the face within which "ultranear" VIP neurons encode a visual stimulus
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content_tags.quantities[0]the tagger's words
content_tags5–10 Hz — the frequency band in which spectral power of parietal spike trains drops during attention and working-memory maintenance after training
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content_tags.quantities[1]the tagger's words
content_tags5-10 Hz — the band whose power falls during attention and memory maintenance after training
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content_tags.quantities[2]1.0the tagger's words
content_tagsareas 5, 7, 40 and 39 — the human Brodmann areas making up posterior parietal cortex, two of which have no monkey counterpart
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content_tags.quantities[3]0.9the tagger's words
content_tagsfour — subsystems in the current Baddeley model, all functional rather than anatomical
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content_tags.quantities[4]1.0the tagger's words
content_tagsmeta-analysis
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content_tags.statistics[0]0.6the tagger's words
content_tagsdistracting stimuli
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content_tags.variables[0]1.0the tagger's words
content_tagsdelay period
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content_tags.variables[1]0.9the tagger's words
content_tagsspectral power
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content_tags.variables[2]1.0the tagger's words

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