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        <title>Cooperative Subnetworks of Molecularly Similar Interneurons in Mouse Neocortex</title>
        <author>Karnani</author>
        <author>Jackson</author>
        <author>Ayzenshtat</author>
        <author>Tucciarone</author>
        <author>Manoocheri</author>
        <author>Snider</author>
        <author>Yuste</author>
      </titleStmt>
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      <sourceDesc>
        <bibl>
          <title>Cooperative Subnetworks of Molecularly Similar Interneurons in Mouse Neocortex</title>
          <date>2016</date>
          <publisher>Neuron</publisher>
          <idno type="DOI">10.1016/j.neuron.2016.02.037</idno>
          
          <idno type="record">Karnani2016-cooperative-subnetworks-of-molecularly-simil</idno>
          <note type="staged-file">Karnani2016-cooperative-subnetworks-of-molecularly-simil.txt, the project's staged copy</note>
          <note type="text-sha1">f6397a9b05f4a454e22d374fdf9d4352ffb62b4a</note>
          <note type="rights">not-redistributable</note>
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        <person xml:id="paper"><p>the paper's own words</p></person>
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    <spanGrp type="tags">
      <span xml:id="t0" type="object_of_study" ana="#object_of_study" resp="#paper">
        <label>whether members of a molecularly defined interneuron class fire together as a population rather than individually, and what circuit mechanisms would make that happen</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t1" type="research_question" ana="#research_question" resp="#paper">
        <label>how interneurons coordinate their activity within a subpopulation, given that the populations inhibit each other and sit in a densely interconnected network</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t2" type="contribution" ana="#contribution" resp="#paper">
        <label>four complementary mechanisms that recruit members of the same interneuron class, and a proposal to replace the hierarchical model with reciprocally inhibitory population dyads</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t3" type="claim_type" ana="#claim_type" resp="#paper">
        <label>mechanism</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t4" type="phenomenon" ana="#phenomenon" resp="#paper">
        <label>within-population co-activity of neocortical interneurons</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t5" type="method" ana="#method" resp="#paper">
        <label>electrophysiology</label>
        <term>electrophysiology</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t6" type="mechanisms" ana="#mechanisms[0]" resp="#tagger">
        <label>mechanisms</label>
        <term>Four converging circuit mechanisms recruit members of the same interneuron class: electrical coupling, absent or scarce within-population inhibition, disinhibition via inhibition of the reciprocally inhibitory class, and cholinergic self-excitation of VIPs.</term>
        <note>duplicate of: mechanisms[4]</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t7" type="mechanisms" ana="#mechanisms[1]" resp="#tagger">
        <label>mechanisms</label>
        <term>VIPs inhibiting SOMs (and vice versa) removes inhibition from their own population members, so firing in a few cells raises the co-activity of the whole population.</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t8" type="mechanisms" ana="#mechanisms[2]" resp="#tagger">
        <label>mechanisms</label>
        <term>Acetylcholine produced by VIPs recruits further VIPs that are themselves ACh-sensitive, closing a positive feedback loop.</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t9" type="mechanisms" ana="#mechanisms[3]" resp="#tagger">
        <label>mechanisms</label>
        <term>Strongly facilitating, slow-kinetics inhibitory synapses between SOMs and VIPs grow during sustained firing, sustaining disinhibition of the partner population over hundreds of milliseconds.</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t10" type="mechanisms" ana="#mechanisms[4]" resp="#tagger" cert="1.0">
        <label>four mechanisms recruit members of the same class: electrical coupling, absent or scarce within-population inhibition, disinhibition through the reciprocally inhibitory population, and self-excitation of VIPs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t11" type="mechanisms" ana="#mechanisms[5]" resp="#tagger" cert="1.0">
        <label>and a fifth from outside: the surrounding excitatory network drives each population with its own synaptic dynamics, depressing onto VIPs and facilitating onto SOMs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t12" type="mechanisms" ana="#mechanisms[6]" resp="#tagger" cert="0.8">
        <label>the recruitment of VIPs by exogenous ACh and their mecamylamine-sensitive population-recruitment, combined with their ability to produce ACh, suggest that ambient ACh recruits a positive feedback loop via VIPs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t13" type="mechanisms" ana="#mechanisms[7]" resp="#tagger" cert="0.7">
        <label>separating the excitatory sources of two mutually inhibitory populations is likened to agonist and antagonist muscles, where contracting both at once would waste energy</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t14" type="mechanisms" ana="#mechanisms[8]" resp="#tagger" cert="0.7">
        <label>the proposed function is supralinear amplification of one kind of inhibition as demand grows, for instance before excitation overwhelms the circuit</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t15" type="limitations" ana="#limitations[0]" resp="#tagger">
        <label>The proposed mechanisms are supported mostly by correlation because the cell-type-specific loss-of-function tools needed do not exist.</label>
        <note>what this limits: every mechanistic claim in the paper: SUITABLE LOSS-OF-FUNCTION EXPERIMENTS TO TEST THE CONTRIBUTION OF THESE MECHANISMS ... DO NOT YET EXIST, so the support is correlational by necessity rather than by choice</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t16" type="limitations" ana="#limitations[1]" resp="#tagger">
        <label>Broad optogenetic activation also stimulates axon terminals, so the recruitment results may reflect complex network interactions rather than direct drive.</label>
        <note>what this limits: the recruitment results specifically: THIS BROAD ACTIVATION OF THE LOCAL MICROCIRCUIT INCLUDES AXON TERMINALS EXPRESSING C1V1, THEREFORE THESE RESULTS MAY BE DUE TO MULTIPLE COMPLEX NETWORK INTERACTIONS</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t17" type="limitations" ana="#limitations[2]" resp="#tagger">
        <label>The marker-defined populations probably contain finer subpopulations that were not resolved here.</label>
        <note>what this limits: every claim stated at the level of the three marker classes: they are CONVENIENTLY CATEGORIZED BY THE NON-OVERLAPPING MARKERS SOM, PV AND VIP TO UTILIZE TRANSGENIC MICE, and THERE ARE LIKELY FURTHER SUBPO[pulations] - the taxonomy follows the available reagents</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t18" type="limitations" ana="#limitations[3]" resp="#tagger" cert="1.0">
        <label>the mechanisms are implied by correlation rather than shown directly, because the loss-of-function reagent that would be needed does not exist</label>
        <note>duplicate of: limitations[0] · what this limits: the same scope as limitations[0] - correlation, because the loss-of-function tool does not exist</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t19" type="limitations" ana="#limitations[4]" resp="#tagger" cert="1.0">
        <label>broad optogenetic activation also excites axon terminals, so those results may reflect complex network interactions</label>
        <note>duplicate of: limitations[1] · what this limits: the same scope as limitations[1] - axon terminals are excited too</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t20" type="limitations" ana="#limitations[5]" resp="#tagger" cert="1.0">
        <label>the three marker classes are convenient rather than fundamental, and the framework is expected to hold on average for populations known to contain further subtypes</label>
        <note>what this limits: the same scope as limitations[2], with the consequence: the framework is expected to hold on average over classes that are convenient rather than fundamental</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t21" type="limitations" ana="#limitations[6]" resp="#tagger" cert="1.0">
        <label>cell-type labelling was verified in only one of the mouse lines, the rest taken on the strength of prior documentation</label>
        <note>what this limits: the cell-type identification across lines: labelling was verified in one line, the rest taken on the strength of prior documentation</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t22" type="limitations" ana="#limitations[7]" resp="#tagger" cert="1.0">
        <label>the animals were naive, and other work suggests some of this wiring changes with learning</label>
        <note>what this limits: the transfer of the wiring result to trained animals: WE USED NAIVE MICE, and other evidence suggests VIPS AND PVS CAN WIRE INTO A MUTUALLY INHIBITORY DYAD DURING LEARNING</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t23" type="limitations" ana="#limitations[8]" resp="#tagger" cert="1.0">
        <label>the compartmentalisation of cooperativity into local teams is offered as a hypothesis for future study</label>
        <note>what this limits: the team/compartment account specifically: WE HYPOTHESIZE FOR FURTHER STUDIES - offered as a hypothesis, not a result</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t24" type="transfers" ana="#transfers[0]" resp="#tagger" cert="1.0">
        <label>monosynaptic rabies tracing from genetically defined starter cells, used to ask how much local input each class receives</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t25" type="transfers" ana="#transfers[1]" resp="#tagger" cert="0.9">
        <label>sequential stimulation of soma-sized volumes while recording two cells, to ask whether their inputs are shared</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t26" type="transfers" ana="#transfers[2]" resp="#tagger" cert="0.8">
        <label>agonist and antagonist muscle pairs, used as the argument for why two mutually inhibitory populations should not share excitatory drive</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t27" type="transfers" ana="#transfers[3]" resp="#tagger" cert="1.0">
        <label>co-activity of principal cells during ongoing activity, imported as the question to ask of inhibitory cells</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t28" type="controls" ana="#controls[0]" resp="#tagger" cert="0.95">
        <label>running the identical protocol on PV cells, where shared presynaptic partners ARE expected</label>
        <note>eliminates: the protocol&#x27;s inability to detect shared presynaptic partners as the reason none were found between VIPs and SOMs - a positive control against a null result · outcome (stated by the tagger, no quotation): held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t29" type="controls" ana="#controls[1]" resp="#tagger" cert="0.9">
        <label>comparing baseline firing rate between control and GABA receptor blockade - a manipulation check reported inside a parenthesis</label>
        <note>eliminates: a shift in baseline firing rate as the explanation of the change in cooperativity: 1.9 +/- 0.2 Hz against 1.9 +/- 0.3 Hz, P = 0.68 · outcome (stated by the tagger, no quotation): held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t30" type="controls" ana="#controls[2]" resp="#tagger" cert="0.75">
        <label>inspecting active and passive electrophysiological properties of VIPs grouped by cooperativity and by their response to GABA blockade - the sentence states the check and not its result, so no outcome is recorded</label>
        <note>eliminates: that the spread in VIP cooperativity is one population varying, when it may be two subclasses - the check groups cells by cooperativity and by their response to GABA blockade and asks whether the electrophysiology follows · outcome (stated by the tagger, no quotation): absent-not-in-staged-text · would have ruled out, had it been run: distinct VIP subclasses as the explanation of the variation in cooperativity</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t31" type="concepts" ana="#concepts[15]" resp="#paper">
        <label>correlation</label>
        <term>correlation</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t32" type="concepts" ana="#concepts[18]" resp="#paper">
        <label>locomotion</label>
        <term>locomotion</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t33" type="senses" ana="#senses[0]" resp="#tagger" cert="1.0">
        <label>THE EXPERIMENT THAT WOULD SETTLE IT IS NAMED, AND THE REAGENT DOES NOT EXIST: suitable loss-of-function tests would need synaptic blockers simultaneously specific to both the presynaptic and the postsynaptic population, so the mechanisms are implied by correlation rather than directly</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t34" type="senses" ana="#senses[1]" resp="#tagger" cert="1.0">
        <label>and the single exception is marked as such - one figure directly demonstrates the GABAergic role in cooperative recruitment, and the paper says which one</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t35" type="senses" ana="#senses[2]" resp="#tagger" cert="1.0">
        <label>A POSITIVE CONTROL CHOSEN ON THE STRENGTH OF AN EARLIER MEASUREMENT IN THE SAME DATASET: PVs are used to validate the shared-input assay because they had the highest subthreshold cross-correlations here, so they should share presynaptic partners</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t36" type="senses" ana="#senses[3]" resp="#tagger" cert="1.0">
        <label>and the null is only interpretable because that control worked - shared inputs were detectable in PV pairs and indistinguishable from zero in VIP-SOM pairs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t37" type="senses" ana="#senses[4]" resp="#tagger" cert="1.0">
        <label>THE MEASURE IS BUILT BY SUBTRACTING THE BASELINE INTO EXISTENCE: laser-EPSCs are the post-stimulus count minus the pre-stimulus count, so the quantity itself is a difference and can legitimately come out negative</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t38" type="senses" ana="#senses[5]" resp="#tagger" cert="1.0">
        <label>the correlation analysis is repeated on binarized data specifically to avoid systematic biases in the fluorescence measure it was first computed on</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t39" type="senses" ana="#senses[6]" resp="#tagger" cert="1.0">
        <label>THE CATEGORIES ARE DECLARED CONVENIENT RATHER THAN FUNDAMENTAL: the three markers are used because transgenic lines exist for them, and further subpopulations are expected inside each</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t40" type="senses" ana="#senses[7]" resp="#tagger" cert="1.0">
        <label>AND THE UNIT OF COMPUTATION IS PROPOSED TO CHANGE: groups rather than individual neurons, and reciprocally inhibitory dyads rather than a sequential hierarchy</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t41" type="senses" ana="#senses[8]" resp="#tagger" cert="1.0">
        <label>a distance threshold is set from the data rather than chosen: correlations approach zero beyond 150 micrometres, which is read as the range over which inputs are shared and then used as the analysis cutoff</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t42" type="alternatives" ana="#alternatives.claim_type" resp="#tagger">
        <label>claim_type: mechanism</label>
        <note>a second reading reaching the same value. Recorded: mechanism — note: a second reading reaching the same value from a different sentence. Not applied - a person decides.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t43" type="alternatives" ana="#alternatives.method" resp="#tagger">
        <label>method: correlation of calcium signals in labelled cells in awake mice, then paired and quadruple patch clamp, rabies tracing and two-photon input mapping in slices</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: electrophysiology — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t44" type="alternatives" ana="#alternatives.phenomenon" resp="#tagger">
        <label>phenomenon: within-population co-activity: members of one interneuron class active together during ongoing activity</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: within-population co-activity of neocortical interneurons — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t45" type="claim_relations" ana="#claim_relations[0]" resp="#tagger">
        <label>contradicts → Pfeffer et al. (2013) on target-selective inhibition by PV interneurons</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t46" type="claim_relations" ana="#claim_relations[1]" resp="#tagger">
        <label>extends → Hofer et al. (2011) on PV interneuron co-activity</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t47" type="claim_relations" ana="#claim_relations[2]" resp="#tagger">
        <label>replicates → Hu et al. (2011) and Ma et al. (2012) on the absence of SOM-to-SOM inhibition</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t48" type="claim_relations" ana="#claim_relations[3]" resp="#tagger" cert="1.0">
        <label>contradicts → the prevailing hierarchical disinhibitory model built from activating one interneuron population at a time</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t49" type="claim_relations" ana="#claim_relations[4]" resp="#tagger" cert="1.0">
        <label>extends → the demonstration that parvalbumin interneurons are co-active during ongoing activity, generalised here to two more classes</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t50" type="claim_relations" ana="#claim_relations[5]" resp="#tagger" cert="1.0">
        <label>qualifies → the account of VIP interneurons as specialists in long-range excitation, by showing comparable local input</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t51" type="claim_relations" ana="#claim_relations[6]" resp="#tagger" cert="1.0">
        <label>supports → reports that within-population inhibition is absent among somatostatin cells</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t52" type="claim_relations" ana="#claim_relations[7]" resp="#tagger" cert="1.0">
        <label>qualifies → its own generalisation, since the mice were naive and some of this wiring is reported to change with learning</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t53" type="concept_edges" ana="#concept_edges[0]" resp="#tagger" cert="1.0">
        <label>VIP —distinct-from→ SOM</label>
        <term>VIP</term>
        <term>SOM</term>
        <note>strength of the relation: 1 · note: two non-overlapping populations, each shown to be active as a population rather than individually</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t54" type="concept_edges" ana="#concept_edges[5]" resp="#tagger" cert="1.0">
        <label>locomotion —causes→ correlation</label>
        <term>locomotion</term>
        <term>correlation</term>
        <note>direction on the measure: increases · strength of the relation: 1 · note: which is why the data are split by movement state before anything is compared</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t55" type="concept_edges" ana="#concept_edges[6]" resp="#tagger" cert="1.0">
        <label>locomotion —causes→ VIP</label>
        <term>locomotion</term>
        <term>VIP</term>
        <note>strength of the relation: 1
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span says VIP and SOM activity is modulated by movement; &#x27;locomotion causes VIP&#x27; drops &#x27;activity&#x27;.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t56" type="concept_edges" ana="#concept_edges[7]" resp="#tagger" cert="1.0">
        <label>depressing —contrasted-with→ facilitating</label>
        <term>depressing</term>
        <term>facilitating</term>
        <note>strength of the relation: 1 · note: the same excitatory cells drive the two populations with opposite short-term dynamics, so they peak at different times during a train</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t57" type="concept_edges" ana="#concept_edges[20]" resp="#tagger" cert="1.0">
        <label>disinhibition —distinct-from→ electrical coupling</label>
        <term>disinhibition</term>
        <term>electrical coupling</term>
        <note>strength of the relation: 1 · note: FOUR MECHANISMS, NOT ONE: electrical coupling, absent or scarce within-population inhibition, disinhibition through the opposing population, and self-excitation
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span lists coupling and disinhibition among recruitment mechanisms; distinct-from is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t58" type="concept_edges" ana="#concept_edges[21]" resp="#tagger" cert="1.0">
        <label>GABAergic —causes→ cooperativity</label>
        <term>GABAergic</term>
        <term>cooperativity</term>
        <note>strength of the relation: 1 · note: AND THE ONE DIRECT DEMONSTRATION IS MARKED AS THE EXCEPTION, with the figure named
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span shows GABAergic inhibition&#x27;s role in cooperative recruitment of SOMs; &#x27;cooperativity&#x27; is terse.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t59" type="concept_edges" ana="#concept_edges[26]" resp="#tagger" cert="1.0">
        <label>dyad —contrasted-with→ hierarchy</label>
        <term>dyad</term>
        <term>hierarchy</term>
        <note>strength of the relation: 1 · note: AND THE UNIT OF COMPUTATION CHANGES WITH THE MODEL: groups rather than individual neurons, dyads rather than a sequence</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t60" type="concept_edges" ana="#concept_edges[33]" resp="#tagger" cert="1.0">
        <label>RETRACTED (A DECLARED UNKNOWN, AND THE EDGE IS A TRUISM THE SPAN DOES NOT ASSERT) · interneuron —part-of→ population</label>
        <term>interneuron</term>
        <term>population</term>
        <note>RETRACTED: A DECLARED UNKNOWN, AND THE EDGE IS A TRUISM THE SPAN DOES NOT ASSERT. The edge is &#x27;interneuron --part-of--&gt; population&#x27;. The span: &#x27;…unclear how interneurons coordinate their activity within…&#x27; The sentence is about what is NOT known. That interneurons belong to populations is background vocabulary it uses in passing, not a relation it establishes. — strength of the relation: 1 · note: and the puzzle stated plainly - how mutually inhibitory populations manage to operate together inside a densely interconnected network
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but interneurons within subpopulations; part-of is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t61" type="content_tags" ana="#content_tags.statistics[0]" resp="#tagger">
        <label>paired t-test</label>
        <term>paired t-test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t62" type="content_tags" ana="#content_tags.statistics[1]" resp="#tagger">
        <label>t-test</label>
        <term>t-test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t63" type="content_tags" ana="#content_tags.statistics[2]" resp="#tagger">
        <label>correlation</label>
        <term>correlation</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t64" type="content_tags" ana="#content_tags.statistics[3]" resp="#tagger">
        <label>z-test</label>
        <term>z-test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t65" type="content_tags" ana="#content_tags.statistics[4]" resp="#tagger">
        <label>standard error of the mean</label>
        <term>standard error of the mean</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t66" type="content_tags" ana="#content_tags.statistics[5]" resp="#tagger">
        <label>cross-correlation</label>
        <term>cross-correlation</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t67" type="content_tags" ana="#content_tags.statistics[6]" resp="#tagger">
        <label>surrogate/shuffled data test</label>
        <term>surrogate/shuffled data test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t68" type="content_tags" ana="#content_tags.statistics[7]" resp="#tagger" cert="1.0">
        <label>paired T-test</label>
        <term>paired T-test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t69" type="content_tags" ana="#content_tags.statistics[8]" resp="#tagger" cert="1.0">
        <label>z-test</label>
        <term>z-test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t70" type="content_tags" ana="#content_tags.statistics[9]" resp="#tagger" cert="1.0">
        <label>correlation coefficients</label>
        <term>correlation coefficients</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t71" type="content_tags" ana="#content_tags.findings[0]" resp="#tagger">
        <label>In awake mice, VIP interneurons were more strongly correlated with other VIPs than with non-VIP cells, showing within-population co-activity during ongoing activity.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t72" type="content_tags" ana="#content_tags.findings[1]" resp="#tagger">
        <label>Nearby pyramidal cells contact VIPs and SOMs at similar rates but with opposite short-term dynamics, depressing onto VIPs and facilitating onto SOMs.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t73" type="content_tags" ana="#content_tags.findings[2]" resp="#tagger">
        <label>Two-photon input mapping found essentially no shared presynaptic excitatory cells between a VIP and a SOM, whereas PV pairs shared about a fifth of their inputs.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t74" type="content_tags" ana="#content_tags.findings[3]" resp="#tagger">
        <label>VIP-SOM pairs had significantly lower membrane-potential correlations than all other pairs, supporting innervation by distinct sets of pyramidal cells.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t75" type="content_tags" ana="#content_tags.findings[4]" resp="#tagger">
        <label>Forcing three SOM interneurons to fire significantly increased the spontaneous firing of a fourth, uninduced SOM, demonstrating cooperative within-population recruitment.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t76" type="content_tags" ana="#content_tags.findings[5]" resp="#tagger">
        <label>Blocking GABA-A and GABA-B receptors sharply reduced the SOM cooperative recruitment effect, identifying disinhibition as a main driver.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t77" type="content_tags" ana="#content_tags.findings[6]" resp="#tagger">
        <label>VIP cooperativity was insensitive to GABA blockade but reduced by nicotinic blockade, implicating acetylcholine released by VIPs in recruiting other VIPs.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t78" type="content_tags" ana="#content_tags.findings[7]" resp="#tagger">
        <label>Inhibitory connectivity was lowest within SOMs (0%), within VIPs, and from VIPs to PVs.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t79" type="content_tags" ana="#content_tags.findings[8]" resp="#tagger">
        <label>Contrary to an earlier report, PV interneurons were found to inhibit other interneuron types without selectivity.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t80" type="content_tags" ana="#content_tags.findings[9]" resp="#tagger" cert="1.0">
        <label>members of two non-overlapping interneuron populations are active as populations rather than individually</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t81" type="content_tags" ana="#content_tags.findings[10]" resp="#tagger" cert="1.0">
        <label>and the conclusion is that these populations work as cooperative units, generating an amplifying nonlinearity in circuit output</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t82" type="content_tags" ana="#content_tags.findings[11]" resp="#tagger" cert="1.0">
        <label>co-activity of principal cells had been studied extensively while that of inhibitory cells had received little attention</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t83" type="content_tags" ana="#content_tags.findings[12]" resp="#tagger" cert="1.0">
        <label>ongoing activity is argued to be the optimal condition, because it shows circuit flow without thalamic drive</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t84" type="content_tags" ana="#content_tags.findings[13]" resp="#tagger" cert="1.0">
        <label>THE PUZZLE STATED PLAINLY: how mutually inhibitory populations manage to operate together inside a densely interconnected network</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t85" type="content_tags" ana="#content_tags.findings[14]" resp="#tagger" cert="1.0">
        <label>both classes were more correlated with their own members than with anything else, in awake mice in a dark room</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t86" type="content_tags" ana="#content_tags.findings[15]" resp="#tagger" cert="1.0">
        <label>THE ANALYSIS IS REPEATED ON BINARIZED DATA to avoid systematic biases in the fluorescence correlations</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t87" type="content_tags" ana="#content_tags.findings[16]" resp="#tagger" cert="1.0">
        <label>and the co-activity counts are held against shuffled surrogates as well as against the other cells in the field</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t88" type="content_tags" ana="#content_tags.findings[17]" resp="#tagger" cert="1.0">
        <label>the data are split by movement state because locomotion modulates both populations</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t89" type="content_tags" ana="#content_tags.findings[18]" resp="#tagger" cert="1.0">
        <label>and locomotion raised the within-population correlations in both</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t90" type="content_tags" ana="#content_tags.findings[19]" resp="#tagger" cert="1.0">
        <label>the same excitatory cells drive the two populations with opposite short-term dynamics, depressing onto one and facilitating onto the other</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t91" type="content_tags" ana="#content_tags.findings[20]" resp="#tagger" cert="1.0">
        <label>which shows up in network activation: one class fires a single spike and falls silent while the other ramps up</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t92" type="content_tags" ana="#content_tags.findings[21]" resp="#tagger" cert="1.0">
        <label>with a caveat attached in the same paragraph, that broad activation reaches axon terminals too</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t93" type="content_tags" ana="#content_tags.findings[22]" resp="#tagger" cert="1.0">
        <label>rabies tracing was run in a different cortical area precisely because the published version had been done in the other one</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t94" type="content_tags" ana="#content_tags.findings[23]" resp="#tagger" cert="1.0">
        <label>VIPs and SOMs received input from nearby cells to a similar extent, most heavily from L2/3.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t95" type="content_tags" ana="#content_tags.findings[24]" resp="#tagger" cert="1.0">
        <label>shared spontaneous depolarisations were frequent within a class and rare across the two</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t96" type="content_tags" ana="#content_tags.findings[25]" resp="#tagger" cert="1.0">
        <label>correlations approached zero beyond 150 um intersomatic distance, suggesting they reflect shared input from nearby cells</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t97" type="content_tags" ana="#content_tags.findings[26]" resp="#tagger" cert="1.0">
        <label>correlation coefficients were not significantly different between SOM-SOM, VIP-PV and VIP-VIP pairs, while VIP-SOM pairs had significantly lower correlations</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t98" type="content_tags" ana="#content_tags.findings[27]" resp="#tagger" cert="1.0">
        <label>THE MEASURE IS A DIFFERENCE BY CONSTRUCTION: laser-EPSCs are the post-stimulus count minus the pre-stimulus count</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t99" type="content_tags" ana="#content_tags.findings[28]" resp="#tagger" cert="1.0">
        <label>with the stimulation first shown to have recruited presynaptic cells at all</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t100" type="content_tags" ana="#content_tags.findings[29]" resp="#tagger" cert="1.0">
        <label>A POSITIVE CONTROL CHOSEN ON THE STRENGTH OF AN EARLIER MEASUREMENT IN THE SAME DATASET: the class with the highest subthreshold cross-correlations, which should therefore share inputs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t101" type="content_tags" ana="#content_tags.findings[30]" resp="#tagger" cert="1.0">
        <label>and it worked - both shared and unique inputs were detected in those pairs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t102" type="content_tags" ana="#content_tags.findings[31]" resp="#tagger" cert="1.0">
        <label>while the shared proportion across the two test classes was indistinguishable from zero</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t103" type="content_tags" ana="#content_tags.findings[32]" resp="#tagger" cert="1.0">
        <label>with the conclusion hedged in the sentence itself - innervated at least in part by non-overlapping excitatory subnetworks</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t104" type="content_tags" ana="#content_tags.findings[33]" resp="#tagger" cert="1.0">
        <label>AN INHERITED ASSUMPTION WITH ONE SPOT-CHECK: since the high reliability of cell-type specific labelling in these mouse lines has been documented before, labelling was only confirmed in one of them with immunohistochemistry</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t105" type="content_tags" ana="#content_tags.findings[34]" resp="#tagger" cert="1.0">
        <label>two cortical areas were checked to agree before being pooled, with the separated data kept in a supplement</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t106" type="content_tags" ana="#content_tags.findings[35]" resp="#tagger" cert="1.0">
        <label>only PVs showed high within-population inhibition; the lowest rates were within SOMs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t107" type="content_tags" ana="#content_tags.findings[36]" resp="#tagger" cert="1.0">
        <label>FOUR MECHANISMS, NOT ONE: electrical coupling, absent or scarce within-population inhibition, disinhibition through the opposing population, and self-excitation</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t108" type="content_tags" ana="#content_tags.findings[37]" resp="#tagger" cert="1.0">
        <label>THE EXPERIMENT THAT WOULD SETTLE IT IS NAMED AND THE REAGENT DOES NOT EXIST: blockers simultaneously specific to both the presynaptic and the postsynaptic population would be needed</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t109" type="content_tags" ana="#content_tags.findings[38]" resp="#tagger" cert="1.0">
        <label>and the single direct demonstration is marked as the exception, with the figure named</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t110" type="content_tags" ana="#content_tags.findings[39]" resp="#tagger" cert="1.0">
        <label>ambient acetylcholine is proposed to close a positive feedback loop through cells that both respond to it and produce it</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t111" type="content_tags" ana="#content_tags.findings[40]" resp="#tagger" cert="1.0">
        <label>THE CATEGORIES ARE DECLARED CONVENIENT RATHER THAN FUNDAMENTAL, with further subpopulations expected inside each and the framework claimed to hold on average</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t112" type="content_tags" ana="#content_tags.findings[41]" resp="#tagger" cert="1.0">
        <label>and a compartmentalisation hypothesis is offered for future work - nearby members cooperating while a distant group of the same class stays independent</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t113" type="content_tags" ana="#content_tags.findings[42]" resp="#tagger" cert="1.0">
        <label>the argument for segregated excitatory drive is borrowed from agonist and antagonist muscle pairs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t114" type="content_tags" ana="#content_tags.findings[43]" resp="#tagger" cert="1.0">
        <label>with the generalisation offered that non-overlapping input may hold for every reciprocally inhibitory pair</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t115" type="content_tags" ana="#content_tags.findings[44]" resp="#tagger" cert="1.0">
        <label>and a limit stated: the mice were naive, and this wiring is reported to change with learning</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t116" type="content_tags" ana="#content_tags.findings[45]" resp="#tagger" cert="1.0">
        <label>AND THE UNIT OF COMPUTATION IS PROPOSED TO CHANGE: groups rather than individual neurons, dyads rather than a sequential hierarchy</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t117" type="content_tags" ana="#content_tags.findings[46]" resp="#tagger" cert="1.0">
        <label>with the model being replaced traced to a design that activates one population at a time</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t118" type="content_tags" ana="#content_tags.findings[47]" resp="#tagger" cert="1.0">
        <label>the proposed function is supralinear amplification of one kind of inhibition as demand grows</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t119" type="content_tags" ana="#content_tags.definitions[0]" resp="#tagger">
        <label>ensembles</label>
        <term>ensembles</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t120" type="content_tags" ana="#content_tags.definitions[1]" resp="#tagger">
        <label>laser-EPSCs</label>
        <term>laser-EPSCs</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t121" type="content_tags" ana="#content_tags.definitions[2]" resp="#tagger">
        <label>summation ratio</label>
        <term>summation ratio</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t122" type="content_tags" ana="#content_tags.definitions[4]" resp="#tagger">
        <label>increased firing</label>
        <term>increased firing</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t123" type="content_tags" ana="#content_tags.definitions[5]" resp="#tagger" cert="0.85">
        <label>L-EPSC</label>
        <term>L-EPSC</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t124" type="content_tags" ana="#content_tags.definitions[6]" resp="#tagger" cert="0.8">
        <label>co-activation</label>
        <term>co-activation</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t125" type="content_tags" ana="#content_tags.definitions[7]" resp="#tagger" cert="1.0">
        <label>dyad</label>
        <term>dyad</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t126" type="content_tags" ana="#content_tags.definitions[8]" resp="#tagger" cert="1.0">
        <label>positive control</label>
        <term>positive control</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t127" type="content_tags" ana="#content_tags.variables[1]" resp="#tagger">
        <label>GABA receptor blockade</label>
        <term>GABA receptor blockade</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t128" type="content_tags" ana="#content_tags.variables[2]" resp="#tagger">
        <label>spontaneous firing rate</label>
        <term>spontaneous firing rate</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t129" type="content_tags" ana="#content_tags.variables[5]" resp="#tagger">
        <label>baseline firing rate</label>
        <term>baseline firing rate</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t130" type="content_tags" ana="#content_tags.variables[6]" resp="#tagger" cert="1.0">
        <label>correlation</label>
        <term>correlation</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t131" type="content_tags" ana="#content_tags.variables[7]" resp="#tagger" cert="1.0">
        <label>L-EPSC</label>
        <term>L-EPSC</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t132" type="content_tags" ana="#content_tags.variables[8]" resp="#tagger" cert="1.0">
        <label>intersomatic</label>
        <term>intersomatic</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t133" type="content_tags" ana="#content_tags.variables[9]" resp="#tagger" cert="1.0">
        <label>locomotion</label>
        <term>locomotion</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t134" type="content_tags" ana="#content_tags.quantities[0]" resp="#tagger">
        <label>~85% — share of neocortical interneurons covered by the three non-overlapping PV, SOM and VIP populations</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t135" type="content_tags" ana="#content_tags.quantities[1]" resp="#tagger">
        <label>68%, 8643/12641 cells — proportion of rabies-labelled presynaptic cells with clear pyramidal morphology</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t136" type="content_tags" ana="#content_tags.quantities[2]" resp="#tagger">
        <label>68 ± 22 % — increase in spontaneous firing of the fourth SOM when three other SOMs were driven to fire</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t137" type="content_tags" ana="#content_tags.quantities[3]" resp="#tagger">
        <label>22.6 ± 5.6 % vs −0.8 ± 4.9 % — estimated proportion of shared presynaptic cells for PV-PV pairs versus VIP-SOM pairs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t138" type="content_tags" ana="#content_tags.quantities[4]" resp="#tagger">
        <label>R = 0.07 ± 0.01 to R = 0.13 ± 0.03, P = 0.038 — rise in within-VIP pairwise correlation from stationary to locomotion epochs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t139" type="content_tags" ana="#content_tags.quantities[5]" resp="#tagger">
        <label>86.3% / 94.9% — specificity and sensitivity of the VIP-cre reporter line checked by immunohistochemistry</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t140" type="content_tags" ana="#content_tags.quantities[6]" resp="#tagger">
        <label>55 % / 8.8 % / 24 % — share of spontaneous depolarizing activations shared within SOM pairs, across SOM-VIP pairs, and within VIP pairs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t141" type="content_tags" ana="#content_tags.quantities[7]" resp="#tagger">
        <label>16 ± 7 %, P = 0.007 — residual SOM firing-rate increase surviving GABA-A and GABA-B receptor blockade</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t142" type="content_tags" ana="#content_tags.quantities[8]" resp="#tagger" cert="1.0">
        <label>150 mm — the intersomatic distance beyond which subthreshold correlations vanish, read from the data and then used as the analysis cutoff</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t143" type="content_tags" ana="#content_tags.quantities[9]" resp="#tagger" cert="1.0">
        <label>86.3% — labelled cells that were immunoreactive in the one line checked, against 94.9 percent the other way</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t144" type="content_tags" ana="#content_tags.quantities[10]" resp="#tagger" cert="1.0">
        <label>55 % — spontaneous activations shared within a class, against 8.8 percent across the two</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t145" type="content_tags" ana="#content_tags.quantities[11]" resp="#tagger" cert="1.0">
        <label>26 ± 7 Hz — average firing rate SOMs ramped up to during the light pulse, while VIPs tended to fire a single AP at the beginning followed by quiescence</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
    </spanGrp>
  </standOff>
  <text>
    <body>
      <p><note type="rights">The full text of this article is not redistributable, so it is
      not included here. The evidence sentences are withheld with it; the tag layer and its
      grounding status remain. The article itself is at https://doi.org/10.1016/j.neuron.2016.02.037.</note></p>
    </body>
  </text>
</TEI>
