Repetition Priming and Repetition Suppression: A Case for Enhanced Efficiency Through Neural Synchronization

Stephen J. Gotts, Carson C. Chow, Alex Martin · Cognitive Neuroscience · 2012 · neuroscience · 10.1080/17588928.2012.670617 · record gotts2012-repetition-priming-suppression
tag layer · index · concepts · authors · עברית
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 file contains the whole journal package: the Gotts, Chow & Martin Discussion Paper, ten commentaries by other authors (Friston; Ewbank & Henson; Henson; Riesenhuber; Weiner & Grill-Spector; McMahon; Horner; Wig; Dyson & Alain), and the authors' Reply. Every quote above is taken only from the Discussion Paper or the Reply, never from a commentary, since the commentaries are other people's text. Replication status is 'contested' because the published commentaries dispute the paper's ranking of the models and the authors themselves retract the dismissal of Facilitation in the Reply ('We are therefore happy to concede the point to Henson that it is too early to dismiss the Facilitation model'). method is 'review' rather than 'system-or-tool-building' or 'simulation'; the simulation work it leans on (Gotts 2003) is prior work, and the ECoG data it reports are preliminary and previously presented only as a conference abstract. 2026-08-19, 2026-08-25 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.
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
prediction 24 fields · Predictive Coding 3 fields · priming 2 fields · repetition priming 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 8 concept tags on this paper, 6 are grounded in a quoted sentence. 4 carry the tagger's gloss of what the term means in this paper, which is not something the article can license.
priming repetition priming repetition suppression neural synchronization efficiency sharpening Explaining Away Predictive Coding processing efficiency identification prediction stimulus repetition neural responses review

Legend

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
controlcontrolsan experiment run to eliminate a rival explanation
limitationlimitationswhat the paper says its evidence cannot support
methodmethodhow the paper produced its evidence
phenomenonphenomenonthe effect or regularity under study
sensesensesa distinct use of a term, quoted where the paper fixes it
unrecordable relationunhoused_relationsa relation the paper asserts that this vocabulary cannot express, with the reason

The paper

The full text is not reproduced here. This article is not cleared for redistribution, so the page carries the tag layer only. Its evidence sentences are withheld; the grounding status remains with each tag, and the article itself is at https://doi.org/10.1080/17588928.2012.670617. The reading view exists for the papers whose licence permits it.

Every tag on this page

claim_relations 4 · claim_type 1 · concept_edges 1 · concepts 6 · content_tags 6 · controls 2 · limitations 4 · method 1 · phenomenon 1 · senses 7 · unhoused_relations 1

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 1 relation here carry that mark. The rest are the tagger’s reading of the sentence quoted beside them.

This record holds no mechanisms. A layer is empty when the tagger recorded nothing in it — which is not the same as the paper having nothing to record.

facettagfieldconf.whose words
claim_typemechanism
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
claim_typethe paper's words
phenomenonrepetition priming and repetition suppression
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
phenomenonthe paper's words
methodreview
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also in: review
methodthe paper's words
limitationsThe favoured synchrony account rests on very little direct empirical evaluation.
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
limitations[0]the tagger's words
limitationsNeither of the two surviving models has been subjected to a decisive set of tests, and the competing Bayesian account also has support.
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limitations[1]the tagger's words
limitationsThe proposed MEG/ECoG evidence cannot be tied to repetition suppression, because field-activity measures have no established relation to overall activity level.
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
limitations[2]the tagger's words
limitationsIn the reply the authors concede that the Discussion Paper failed to make clear that the four models are not mutually exclusive.
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limitations[3]the tagger's words
controlsa CONTROL CONDITION against which spike-LFP coherence in the gamma range (30-80 Hz) was measured after adaptation
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
eliminates: that the change in synchronisation is a general property of the recording rather than an effect of stimulus repetition · outcome (stated by the tagger, no quotation): held
controls[0]0.95the tagger's words
controlsthe extreme form of the Explaining Away account was tested against the observed pattern of repetition suppression
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
eliminates: that ALL repetition suppression is high-level repetition expectation - the extreme version makes a prediction the data do not bear out · outcome (stated by the tagger, no quotation): held
controls[1]0.95the tagger's words
conceptsrepetition suppression
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
concepts[2]the paper's words
conceptsneural synchronization
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
concepts[3]the paper's words
conceptsefficiency
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
also in: efficiency
concepts[4]0.95the paper's words
conceptssharpening
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
also in: sharpening
concepts[5]1.0the paper's words
conceptsExplaining Away
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
concepts[6]0.95the paper's words
conceptsPredictive Coding
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
concepts[7]0.95the paper's words
unhoused_relationsExplaining Away → Predictive Coding
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
A NAMING DISPUTE BETWEEN AUTHORS IN ONE EXCHANGE, AND NO TYPE HOLDS IT. 'Ewbank and Henson appear…' Two labels, one model, and the disagreement is printed rather than reconstructed. 'renamed-across-fields' is the nearest type and it is wrong twice over: this is not across FIELDS and not a RENAME - both names are in current use by different authors in the same journal exchange, and neither replaced the other. 'same-as' asserts an equivalence the disputants would both reject as missing the point, since the whole argument is about what the name must EXCLUDE ('from the variety…'). THE GATE REFUSED IT FOR A DIFFERENT REASON AND THE REFUSAL WAS STILL RIGHT: 'RENAMING' has 'called / known as / termed / referred to as / the term / nomenclature' and not 'label'. I measured 'label' as a candidate cue before proposing it - 2 occurrences in renamed-across-fields edges against 65 in other edges, a 1.28% base rate, against the ~0.00% the list's existing extensions were held to. Adding it would admit 65 edges that are not renamings. Fifth missing relation type of the session, after is-an-aspect-of, a-claim-about-a-usage, is-a-defining-condition-of and prerequisite-for. the project, 2026-08-27.
unhoused_relations[0]0.9the tagger's words
sensesTHE PUZZLE, STATED AS A PUZZLE, WHICH IS WHY THIS RECORD IS WORTH HAVING: `How is it that reductions in neural activity can mediate better behavioral performance?` The corpus now holds four positions on that question, all merged today and none of them citing another in this set: Desimone1996 calls suppression `an intrinsic property of visual cortical areas`; Carlesimo2004 reads an rCBF decrease as `the reduced neural activity needed to reprocess recently seen words`; mcmahon-olson2007 concludes suppression `ACCOMPANIES repetition priming but is UNLIKELY TO BE ITS CAUSE`; and this paper says the puzzle is real and rate is the wrong variable
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
senses[0]0.95the tagger's words
sensesAND THE ANSWER IS A REPLY TO McMAHON AND OLSON RATHER THAN A CONTRADICTION OF THEM. `as cells are firing at lower overall rates, they are firing more synchronously with one another, leading to more efficient neural processing` - and in simulation, `as the model's firing rates decreased with repetition, the synchronization of the spike times simultaneously increased.` Both papers agree the rate drop is not the mechanism. They differ on whether anything else in the same signal is: McMahon and Olson tested rate and selectivity and found neither sufficient; Gotts proposes a variable neither of them measured
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
senses[1]0.95the tagger's words
sensesIT NAMES THE GAP IN ITS OWN EVIDENCE, WHICH A PROPOSAL PAPER USUALLY DOES NOT: `despite exciting recent work on the role of neural synchronization in cognitive processes such as attention and perception, similar studies in the domain of learning and memory - and priming, in particular - have been LACKING.` The mechanism is offered together with the statement that the direct evidence for it has not been collected in this domain. Compare meyer1971's `At present we do not have ways to test all the possible explanations of these effects` - forty-one years apart, the same willingness to write the limitation flat
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
senses[2]0.85the tagger's words
senses`sharpening` - A NAMED ACCOUNT WHOSE NAME ENCODES ITS MECHANISM: `A second idea, often referred to as “sharpening” (Desimone, 1996; Wiggs & Martin, 1998), holds that while neural activity is decreasing on the average, the decreases are carried mainly by the cells that are poorly tuned and/or weakly responsive ... with the “best” cells ... instead retaining their activity levels.` THE WORD IS THE HYPOTHESIS: a population response gets NARROWER, not smaller, and the mean decrease that `repetition suppression` names is a side effect of that narrowing. Two names for one measurement, differing in what they say caused it.
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
senses[3]1.0the tagger's words
senses`priming` NARROWED BY STIPULATION - BUT NOT BY THIS PAPER'S AUTHORS: `the complex relationship between repetition suppression (RS) and behavioral priming (henceforth referred to as priming)`. VOICE: this sentence is from a PEER COMMENTARY printed with the article, not from Gotts, Chow and Martin - it opens `Gotts et al. present four neural models` and continues `I strongly support Gotts et al.'s call`. So the stipulation binds the COMMENTATOR's text, and a reader who takes it as the target article's own definition has attributed a narrowing to the wrong authors.
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
senses[4]0.9the tagger's words
senses`Explaining Away` / `Predictive Coding` - THE SAME MODEL, TWO LABELS, AND THE DISAGREEMENT IS PRINTED. `Ewbank and Henson appear to take issue with our use of the label “Explaining Away” when referring to Friston's Bayesian model, preferring instead “Predictive Coding”.` This is a naming dispute conducted in the literature rather than reconstructed from it - commentators object, authors answer, and both names go on being used. The authors' stated rationale is DISCRIMINATION: a label that separates the anti-symmetrical property from `the variety of models that utilize prediction in very different ways`. Neither party thinks the model is in doubt; they disagree about what the name must exclude.
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
senses[5]0.95the tagger's words
senses`priming` / `repetition suppression` - TWO CORE TERMS WHOSE REFERENTS DIFFER BY ORDERS OF MAGNITUDE IN TIME. `Quotation withheld` The words are stable and what they denote is not. A corpus joining two papers on `priming` may be joining a 200-millisecond effect to one lasting a year, and nothing in either paper's use of the word records which.
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
senses[6]0.95the tagger's words
claim_relationsbuilds-on → Gotts (2003) neocortical circuit model
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
claim_relations[0]the tagger's words
claim_relationscontradicts → the Facilitation model (Henson, 2003; James & Gauthier, 2006; James et al., 2000)
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claim_relations[1]the tagger's words
claim_relationscontradicts → Friston's Bayesian 'explaining away' / predictive coding account (Friston, 2005)
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
claim_relations[2]the tagger's words
claim_relationsreplicates → Gilbert et al. (2010)
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claim_relations[3]the tagger's words
concept_edgesneural synchronization —causes→ efficiency
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
direction on the measure: increases · strength of the relation: 0.9 · direction on the measure (stated by the tagger, no quotation): increases · note: THE ACCOUNT'S LOAD-BEARING STEP, AND 'efficiency' IS A BRIDGE TERM RATHER THAN A MEASUREMENT. 'firing MORE SYNCHRONOUSLY…' - the verb is explicit and both endpoints are named. Weight 0.9 because the span opens 'A very different…': the hedge is the authors' and it is inside the quote. The edge is real and the thing it connects to behaviour is a word, not a number - nothing in this paper measures efficiency directly, and the same sentence is where the account stops being physiological and starts being functional. Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but enhanced synchronization is one of 'four different theoretical proposals' reviewed; not asserted.
concept_edges[0]0.95the tagger's words
content_tagsrepeating a stimulus in identification tasks improves behavioral performance
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.findings[0]the tagger's words
content_tagsthe authors review four proposals linking repetition suppression and priming, focusing on one in which repetition improves efficiency through enhanced neural synchronization
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.findings[1]the tagger's words
content_tagsthe brain-behavior relationship reflects improved processing efficiency
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.findings[2]the tagger's words
content_tagsstimulus repetition
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.variables[0]the tagger's words
content_tagsneural responses
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.variables[1]the tagger's words
content_tagsrepetition suppression
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.definitions[0]the tagger's words

Interpretive choices

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