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        <title>Repetition Priming and Repetition Suppression: A Case for Enhanced Efficiency Through Neural Synchronization</title>
        <author>Stephen J. Gotts</author>
        <author>Carson C. Chow</author>
        <author>Alex Martin</author>
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          <title>Repetition Priming and Repetition Suppression: A Case for Enhanced Efficiency Through Neural Synchronization</title>
          <date>2012</date>
          <publisher>Cognitive Neuroscience</publisher>
          <idno type="DOI">10.1080/17588928.2012.670617</idno>
          
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          <note type="rights">personal-copy</note>
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        <label>mechanism</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>repetition priming and repetition suppression</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t2" type="method" ana="#method" resp="#paper">
        <label>review</label>
        <term>review</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>The favoured synchrony account rests on very little direct empirical evaluation.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>Neither of the two surviving models has been subjected to a decisive set of tests, and the competing Bayesian account also has support.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>The proposed MEG/ECoG evidence cannot be tied to repetition suppression, because field-activity measures have no established relation to overall activity level.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>In the reply the authors concede that the Discussion Paper failed to make clear that the four models are not mutually exclusive.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t7" type="controls" ana="#controls[0]" resp="#tagger" cert="0.95">
        <label>a CONTROL CONDITION against which spike-LFP coherence in the gamma range (30-80 Hz) was measured after adaptation</label>
        <note>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</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>the extreme form of the Explaining Away account was tested against the observed pattern of repetition suppression</label>
        <note>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</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>repetition suppression</label>
        <term>repetition suppression</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>neural synchronization</label>
        <term>neural synchronization</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t11" type="concepts" ana="#concepts[4]" resp="#paper" cert="0.95">
        <label>efficiency</label>
        <term>efficiency</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t12" type="concepts" ana="#concepts[5]" resp="#paper" cert="1.0">
        <label>sharpening</label>
        <term>sharpening</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t13" type="concepts" ana="#concepts[6]" resp="#paper" cert="0.95">
        <label>Explaining Away</label>
        <term>Explaining Away</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t14" type="concepts" ana="#concepts[7]" resp="#paper" cert="0.95">
        <label>Predictive Coding</label>
        <term>Predictive Coding</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t15" type="unhoused_relations" ana="#unhoused_relations[0]" resp="#tagger" cert="0.9">
        <label>Explaining Away → Predictive Coding</label>
        <note>A NAMING DISPUTE BETWEEN AUTHORS IN ONE EXCHANGE, AND NO TYPE HOLDS IT. &#x27;Ewbank and Henson appear…&#x27; Two labels, one model, and the disagreement is printed rather than reconstructed. &#x27;renamed-across-fields&#x27; 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. &#x27;same-as&#x27; asserts an equivalence the disputants would both reject as missing the point, since the whole argument is about what the name must EXCLUDE (&#x27;from the variety…&#x27;). THE GATE REFUSED IT FOR A DIFFERENT REASON AND THE REFUSAL WAS STILL RIGHT: &#x27;RENAMING&#x27; has &#x27;called / known as / termed / referred to as / the term / nomenclature&#x27; and not &#x27;label&#x27;. I measured &#x27;label&#x27; 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&#x27;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.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t16" type="senses" ana="#senses[0]" resp="#tagger" cert="0.95">
        <label>THE 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</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t17" type="senses" ana="#senses[1]" resp="#tagger" cert="0.95">
        <label>AND 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&#x27;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</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t18" type="senses" ana="#senses[2]" resp="#tagger" cert="0.85">
        <label>IT 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&#x27;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</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t19" type="senses" ana="#senses[3]" resp="#tagger" cert="1.0">
        <label>`sharpening` - A NAMED ACCOUNT WHOSE NAME ENCODES ITS MECHANISM: `A second idea, often referred to as “sharpening” (Desimone, 1996; Wiggs &amp; 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.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t20" type="senses" ana="#senses[4]" resp="#tagger" cert="0.9">
        <label>`priming` NARROWED BY STIPULATION - BUT NOT BY THIS PAPER&#x27;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.&#x27;s call`. So the stipulation binds the COMMENTATOR&#x27;s text, and a reader who takes it as the target article&#x27;s own definition has attributed a narrowing to the wrong authors.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t21" type="senses" ana="#senses[5]" resp="#tagger" cert="0.95">
        <label>`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&#x27;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&#x27; 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.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t22" type="senses" ana="#senses[6]" resp="#tagger" cert="0.95">
        <label>`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&#x27;s use of the word records which.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t23" type="claim_relations" ana="#claim_relations[0]" resp="#tagger">
        <label>builds-on → Gotts (2003) neocortical circuit model</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t24" type="claim_relations" ana="#claim_relations[1]" resp="#tagger">
        <label>contradicts → the Facilitation model (Henson, 2003; James &amp; Gauthier, 2006; James et al., 2000)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t25" type="claim_relations" ana="#claim_relations[2]" resp="#tagger">
        <label>contradicts → Friston&#x27;s Bayesian &#x27;explaining away&#x27; / predictive coding account (Friston, 2005)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t26" type="claim_relations" ana="#claim_relations[3]" resp="#tagger">
        <label>replicates → Gilbert et al. (2010)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t27" type="concept_edges" ana="#concept_edges[0]" resp="#tagger" cert="0.95">
        <label>neural synchronization —causes→ efficiency</label>
        <term>neural synchronization</term>
        <term>efficiency</term>
        <note>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&#x27;S LOAD-BEARING STEP, AND &#x27;efficiency&#x27; IS A BRIDGE TERM RATHER THAN A MEASUREMENT. &#x27;firing MORE SYNCHRONOUSLY…&#x27; - the verb is explicit and both endpoints are named. Weight 0.9 because the span opens &#x27;A very different…&#x27;: the hedge is the authors&#x27; 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 &#x27;four different theoretical proposals&#x27; reviewed; not asserted.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t28" type="content_tags" ana="#content_tags.findings[0]" resp="#tagger">
        <label>repeating a stimulus in identification tasks improves behavioral performance</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <span xml:id="t29" type="content_tags" ana="#content_tags.findings[1]" resp="#tagger">
        <label>the authors review four proposals linking repetition suppression and priming, focusing on one in which repetition improves efficiency through enhanced neural synchronization</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>the brain-behavior relationship reflects improved processing efficiency</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>stimulus repetition</label>
        <term>stimulus repetition</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>neural responses</label>
        <term>neural responses</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>repetition suppression</label>
        <term>repetition suppression</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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      <p><note type="rights">The full text of this article is not redistributable, so it is
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      grounding status remain. The article itself is at https://doi.org/10.1080/17588928.2012.670617.</note></p>
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