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        <title>The sensory nature of mnemonic representation in the primate prefrontal cortex</title>
        <author>Constantinidis</author>
        <author>Franowicz</author>
        <author>Goldman-Rakic</author>
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          <title>The sensory nature of mnemonic representation in the primate prefrontal cortex</title>
          <date>2001</date>
          <publisher>Nature Neuroscience</publisher>
          <idno type="DOI">10.1038/85179</idno>
          
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        <label>existence</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>delay-period activity in primate prefrontal cortex during visual working memory</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>electrophysiology</label>
        <term>electrophysiology</term>
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        <label>mechanisms</label>
        <term>Dorsolateral PFC runs two superimposed processes - a slowly decaying sensory representation plus a response-preparation signal that ramps toward the saccade - whose sum produces the observed delay activity</term>
        <note>status: the paper&#x27;s own words: we propose that</note>
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        <term>The motor plan emerges from a network of neurons that keep holding sensory information, rather than from a discrete sensory-to-motor transformation stage in single neurons</term>
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        <label>The task never required luminance itself to be remembered, only the relative comparison</label>
        <note>what this limits: any claim that the animals held LUMINANCE in memory: OUR TASK DID NOT EXPLICITLY REQUIRE THE ANIMALS TO REMEMBER THE LUMINANCE OF THE STIMULI; THE SUBJECT NEEDED ONLY TO DISCRIMINATE BETWEEN THEIR RELATIVE DIFFERENCE</note>
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        <label>Not all recorded neurons fitted the sensory account; some reflected only the motor response</label>
        <note>what this limits: the sensory account of the population: WE DID OBSERVE SOME NEURONS, PARTICULARLY THOSE WITH STRONG PRE-SACCADIC RESPONSES, THAT ONLY REFLECTED THE ANIMAL&#x27;S MOTOR RESPONSE</note>
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        <label>The two results on the same measure hold under opposite spatial conditions.</label>
        <note>what this limits: any summary of what modulates delay period activity here: it was not significantly modulated by a distractor outside the receptive field when the target was inside, and was significantly dependent on contrast ratio when the distractor appeared inside the receptive field</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>The inference the whole result rests on is reported by the authors as contested.</label>
        <note>what this limits: the claim that this delay activity is memory: the authors report the argument</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>The analysis population was chosen by an explicit decision not to exclude two neuron types.</label>
        <note>what this limits: any population statistic reported here: the authors based the analysis on the entire sample rather than ignoring the contribution of primarily cue and saccade neurons to delay period activity</note>
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        <label>eye-movement parameters as the cause of the contrast-ratio effect</label>
        <note>eliminates: the reading that the contrast dependence is an artefact of where the animal looked · outcome (stated by the tagger, no quotation): held</note>
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        <term>delay period activity</term>
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        <label>perceptual memory</label>
        <term>perceptual memory</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>delay period activity - MODULATED OR NOT DEPENDING ON WHERE THE STIMULI WERE: not significantly modulated by a distractor outside the receptive field while the target was inside, and significantly dependent on contrast ratio when the distractor was inside it; the same measure yields a null and a positive result, and only the spatial condition separates them</label>
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        <label>delay activity as memory - AN INFERENCE THE PAPER REPORTS AS DISPUTED: neurons discharge while a stimulus is held in memory, and it has been argued that temporal correlation does not necessarily imply involvement of that activity in perceptual memory, so the field&#x27;s central inference is named as contested inside a paper that relies on it</label>
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        <label>the analysed sample - THE WHOLE RECORDING, BY DECISION: rather than dropping neurons whose responses were mainly to the cue or the saccade, the authors state they used the entire sample so as not to ignore those neurons&#x27; contribution to delay period activity</label>
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        <label>contradicts → previous studies of delay-period activity in a discrimination task concluding that responses reflect the outcome of a perceptual decision (the paper&#x27;s refs 18,19)</label>
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        <label>builds-on → previous dorsolateral prefrontal experiments using the anti-saccade paradigm, spatial match-to-sample and conditional response tasks (the paper&#x27;s refs 10,28,29)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <term>delay period activity</term>
        <note>holds when: when the distractor appeared in the receptive field · strength of the relation: 1</note>
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        <term>regression</term>
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        <label>linear regression</label>
        <term>linear regression</term>
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        <label>ANOVA</label>
        <term>ANOVA</term>
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        <label>ROC analysis</label>
        <term>ROC analysis</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>coefficient of determination</label>
        <term>coefficient of determination</term>
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        <label>p-value</label>
        <term>p-value</term>
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        <label>Delay-period activity depended significantly on contrast ratio when the distractor appeared in the receptive field.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>Mnemonic prefrontal activity was directly correlated with the monkeys&#x27; psychophysical performance.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>Neuronal discriminability between target and distractor tracked contrast ratio across the entire delay, not only early in it.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>Contrary to that account&#x27;s prediction, responses stayed graded by luminance throughout the delay.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>The effect was significant for 42% of the neurons (45% and 25% in the two animals).</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>The contrast effect was significant across the population when the distractor was in the receptive field but not when the target was, as with the fixed delay.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>Reward expectation cannot explain the pattern, because firing was strongest in the condition of minimum expected reward.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>area under the ROC curve</label>
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        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>short-term memory trace</label>
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        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>working memory</label>
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        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>percentage of correct saccades</label>
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        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>saccade metrics</label>
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        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>52 — isolated prefrontal neurons analysed in the fixed-delay experiment, from two rhesus monkeys</label>
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        <label>75% — behavioural accuracy threshold, reached at a distractor/target contrast ratio of 1-4%</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>42% — proportion of neurons with significantly elevated delay activity for a distractor in the receptive field</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>24 — additional neurons recorded in the variable-delay control experiment</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
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        <label>–0.037, p &lt; 10–5 — regression slope of normalized delay firing on log contrast ratio when the distractor was in the receptive field</label>
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        <label>R2 = 0.99, 0.97 — fit of psychophysical performance to the logarithm of contrast ratio for the two monkeys</label>
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        <label>F66,4284 = 0.57, p &gt; 0.9 — non-significant time-by-contrast interaction in the ANOVA on ROC discrimination probability</label>
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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/10.1038/85179.</note></p>
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