<?xml version="1.0" encoding="UTF-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xml:lang="en">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>Pyramidal cell-interneuron interactions underlie hippocampal ripple oscillations</title>
        <author>Stark</author>
        <author>Roux</author>
        <author>Eichler</author>
        <author>Senzai</author>
        <author>Royer</author>
        <author>Buzsáki</author>
      </titleStmt>
      <publicationStmt>
        <p>Tag layer of the DHSS Meta-Tagging Project. The article text is reproduced from the
           staged copy named in sourceDesc and is not altered; the tags are held separately in
           standOff so that overlapping and nested spans are preserved.</p>
      </publicationStmt>
      <sourceDesc>
        <bibl>
          <title>Pyramidal cell-interneuron interactions underlie hippocampal ripple oscillations</title>
          <date>2014</date>
          <publisher>Neuron</publisher>
          <idno type="DOI">10.1016/j.neuron.2014.06.023</idno>
          
          <idno type="record">Stark2014-pyramidal-cell-interneuron-interactions-unde</idno>
          <note type="staged-file">Stark2014-pyramidal-cell-interneuron-interactions-unde.txt, the project's staged copy</note>
          <note type="text-sha1">a378cac3e3ea41a8040ed5e28a9673ce3f2f427b</note>
          <note type="rights">not-redistributable</note>
        </bibl>
      </sourceDesc>
    </fileDesc>
    <profileDesc>
      <textClass><keywords><term>neuroscience</term></keywords></textClass>
      <particDesc>
        <person xml:id="paper"><p>the paper's own words</p></person>
        <person xml:id="tagger"><p>the tag layer; a sentence written by the tagger about the
          paper, always anchored to a quotation but not itself a quotation</p></person>
      </particDesc>
    </profileDesc>
    <revisionDesc>
      <change when="2026-10-06"
              who="build_paper_edition.py">0 spans located by searching the stored text for the quote's exact words, allowing any whitespace between them</change>
    </revisionDesc>
  </teiHeader>
  <standOff>
    <spanGrp type="tags">
      <span xml:id="t0" type="object_of_study" ana="#object_of_study" resp="#paper">
        <label>which local circuit interactions generate the hippocampal ripple, and which of three long-standing competing models survives a direct test</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>whether pyramidal cells, interneuron-interneuron interactions, or pyramidal-interneuron loops set the ripple rhythm in the intact brain</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>shows pyramidal activation is necessary and fast GABA-A inhibition obligatory, that PV activation alone cannot make a ripple but can pace one, and proposes a hybrid PYR-INT-INT model</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>hippocampal ripple oscillations</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>Sharp-wave-driven transient excitation of pyramidal cells combines with the pacing supplied by interneuron-interneuron interactions to produce the ripple (PYR-INT-INT hybrid model)</term>
        <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>CA1 interneuron-interneuron interactions bind multiple independent local ripple oscillators cycle by cycle into one spatially coherent event</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>Stronger excitation recruits the PV interneuron population more strongly, and that population sets the oscillation frequency, which is why both sharp-wave amplitude and light intensity raise ripple frequency</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" cert="1.0">
        <label>depolarising 80-100 nearby pyramidal cells is enough to make a ripple-like oscillation, so the minimal generating network is small</label>
        <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>fast GABA-A inhibition is obligatory: blocking it locally abolishes the oscillation entirely</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>PV interneuron activation cannot create a field ripple but does organise spiking into coherent ripple-frequency patterning</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="1.0">
        <label>coherence across sites is not volume conduction; it comes from correlated input driving several local oscillators at once</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="1.0">
        <label>synchronisation needs only the RISING phase of inhibition to be fast, because each pyramidal cell fires about once per ripple and a different set fires on each cycle</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="1.0">
        <label>removing inhibition does not simply stop the rhythm - it converts it into a faster, pathological one</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>In transgenic mice, light may also have activated CA2/CA3 terminals rather than only CA1 pyramidal cells.</label>
        <note>what this limits: results from the transgenic animals: IN TRANSGENIC MICE WE CANNOT EXCLUDE THE POSSIBILITY THAT TERMINALS OF THE CA2/CA3 INPUTS WERE ALSO ACTIVATED BY LIGHT - answered by THE CONSISTENT OBSERVATIONS IN VIRUS-INJECTED WILD-TYPE ANIMALS</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>The effect of the induced oscillations on the content and sequence of spiking during natural ripples was not tested.</label>
        <note>what this limits: any claim that induced oscillations carry native spike content: HOW THE OPTOGENETICALLY INDUCED HFOs AFFECT THE SPIKE CONTENT, INCIDENCE, AND SEQUENTIAL NEURONAL ACTIVITY DURING NATIVE RIPPLES REMAINS TO BE ADDRESSED</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 pharmacological and some optogenetic experiments were done under urethane anaesthesia.</label>
        <note>what this limits: the receptor-blockade and some optogenetic results: THEY WERE CARRIED OUT IN ANESTHETIZED ANIMALS, though SEVERAL CONTROL EXPERIMENTS SUGGESTED THAT THE RESULTS APPLY TO THE DRUG-FREE BRAIN</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">
        <label>Changes in oscillation amplitude and frequency during long light pulses may be an opsin artefact rather than a network property.</label>
        <note>what this limits: the long-pulse amplitude and frequency observations: THIS CHANGE CAN ALSO REFLECT OPSIN DESENSITISATION rather than a property of the network</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>in transgenic animals the light may also have activated CA2/CA3 terminals, addressed by repeating in virus-injected wild-types</label>
        <note>duplicate of: limitations[0] · what this limits: the same scope as limitations[0] - the transgenic experiments, checked against</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>induced oscillations differ from spontaneous ones in mean frequency and in the phase separation between cell types</label>
        <note>what this limits: any claim that induced and spontaneous oscillations are the same thing: A RELATIVELY LOWER MEAN FREQUENCY OF iHFOs ASSOCIATED WITH A RELATIVELY LARGER PHASE SEPARATION BETWEEN PYRAMIDAL CELLS AND INTERNEURONS DURING iHFOs</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>the waxing and waning under long illumination may be opsin desensitisation rather than a network property</label>
        <note>what this limits: the same scope as limitations[3] - the waxing and waning under PROLONGED ILLUMINATION (E.G., 400 ms SQUARE PULSE)</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>whether induced oscillations carry the same spike content as native ripples is left open</label>
        <note>what this limits: the same scope as limitations[1] - spike content during native ripples, left open</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>during the pathological fast ripples single neurons cannot be resolved at all, so that state is measurable only at the field level</label>
        <note>what this limits: single-neuron claims during the pathological state: DURING THE SUPERSYNCHRONOUS FAST RIPPLES, ACTION POTENTIALS OF INDIVIDUAL NEURONS COULD NOT BE DISCRIMINATED DUE TO THE TEMPORALLY SUPERIMPOSED SPIKES OF MANY NEURONS</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>cell-type-specific activation and silencing, used here to convert a correlative question into an interventional one</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>closed-loop feedback: detect the event in real time and perturb it while it is happening</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="0.9">
        <label>spike-train coherence between spatially separated sites as the test of a common timing source</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t27" type="controls" ana="#controls[0]" resp="#tagger" cert="0.95">
        <label>light stimulation applied IN ALTERNATION, so every session yields both sham (detection without stimulation) and light (detection with stimulation) conditions</label>
        <note>eliminates: that a difference between stimulated and unstimulated events is drift across the session - alternation puts both conditions in the same minutes · 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="t28" type="controls" ana="#controls[1]" resp="#tagger" cert="0.95">
        <label>sham events were classified as true or false positives by the same overlap rule applied to offline-detected ripples</label>
        <note>eliminates: that the detector&#x27;s hit rate is measured on stimulated events alone, where the stimulation itself could create the thing being detected · 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="senses" ana="#senses[0]" resp="#tagger" cert="1.0">
        <label>ripple vs fast-gamma: two names for events separated only by frequency and amplitude, which THIS paper merges by fiat into &#x27;ripples&#x27; - the boundary is a convention, not a joint</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t30" type="senses" ana="#senses[1]" resp="#tagger" cert="1.0">
        <label>fast ripples = NOT a faster kind of ripple but a nonphysiological epileptic oscillation at 200-300 Hz; the name looks like a subtype and the referent is a pathology</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t31" type="senses" ana="#senses[2]" resp="#tagger" cert="1.0">
        <label>iHFO = the optogenetically induced oscillation, deliberately named apart from &#x27;ripple&#x27; so that the model is not confused with the thing modelled</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t32" type="senses" ana="#senses[3]" resp="#tagger" cert="0.9">
        <label>PYR and INT here are OPTOGENETICALLY tagged, not waveform-guessed: classification uses the light response plus physiological criteria</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t33" type="senses" ana="#senses[4]" resp="#tagger" cert="1.0">
        <label>summed PYR = all pyramidal spikes on a shank agglomerated into one train; a unit of analysis constructed for statistical power, which nearly triples the coherent fraction</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t34" 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="t35" type="alternatives" ana="#alternatives.method" resp="#tagger">
        <label>method: multisite optogenetic activation and closed-loop ripple-triggered silencing in freely behaving rodents, with focal GABA-A blockade and dense extracellular recording</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="t36" type="alternatives" ana="#alternatives.phenomenon" resp="#tagger">
        <label>phenomenon: the sharp wave-ripple: a high-frequency field oscillation in CA1 associated with memory consolidation</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: hippocampal ripple oscillations — 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="t37" type="claim_relations" ana="#claim_relations[0]" resp="#tagger">
        <label>contradicts → the hypothesis that tonic GABA release facilitates axonally generated spikes in the axon-net model (Traub et al., 2003; Bähner et al., 2011)</label>
        <note>differs in: the DIRECTION of the effect of more GABA: activation of PV and SOM interneurons, ACCOMPANIED BY PRESUMED INCREASE OF RELEASED GABA, ABORTED RATHER THAN FACILITATED spontaneous ripples</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t38" type="claim_relations" ana="#claim_relations[1]" resp="#tagger">
        <label>contradicts → the simple interneuron-interneuron (INT-INT) model of ripple generation</label>
        <note>differs in: whether pyramidal cell activity rises: LFP RIPPLES ARE NOT MAINTAINED DURING INTER-NEURON ACTIVATION IN THE ABSENCE OF INCREASED PYRAMIDAL CELL ACTIVITY</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t39" type="claim_relations" ana="#claim_relations[2]" resp="#tagger">
        <label>replicates → Ponomarenko et al., 2004; Nguyen et al., 2009; Sullivan et al., 2011 (within-event deceleration of ripple frequency)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t40" type="claim_relations" ana="#claim_relations[3]" resp="#tagger">
        <label>builds-on → Stark et al., 2012 (diode-probe optical fibres)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t41" type="claim_relations" ana="#claim_relations[4]" resp="#tagger" cert="1.0">
        <label>contradicts → the axon-net / gap junction model of ripple generation</label>
        <note>differs in: which cell type the coupling was shown in, and what the blocker also does: CONNEXIN COUPLING BETWEEN CA1 PYRAMIDAL CELLS HAVE NOT BEEN DEMONSTRATED, AND GAP JUNCTION BLOCKERS OFTEN INTERFERE WITH RECEPTOR-MEDIATED INHIBITION - while ELECTRICAL COUPLING BETWEEN INTERNEURONS IS WELL DEMONSTRATED</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t42" type="claim_relations" ana="#claim_relations[5]" resp="#tagger" cert="1.0">
        <label>contradicts → the hypothesis that tonic GABA release facilitates axonally generated spikes</label>
        <note>differs in: the DIRECTION of the effect: ABORTED RATHER THAN FACILITATED</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t43" type="claim_relations" ana="#claim_relations[6]" resp="#tagger" cert="1.0">
        <label>contradicts → the simple interneuron-interneuron model, which predicts interneuron activation alone should suffice</label>
        <note>differs in: which cells are driven, and whether the drive is rhythmic: IN CONTRAST TO PYR ACTIVATION, WHICH READILY GENERATES iHFOs, NON-RHYTHMIC ACTIVATION OF PV INTERNEURONS CANNOT INDUCE LFP OSCILLATIONS</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t44" type="claim_relations" ana="#claim_relations[7]" resp="#tagger" cert="1.0">
        <label>contradicts → recurrent collateral excitation as the ripple timer</label>
        <note>differs in: the region: THIS HYPOTHESIS DOES NOT EXPLAIN WHY RIPPLES IN THE CA3 REGION WITH ITS RICH RECURRENT NETWORK ARE LESS EXPRESSED - the structure with more recurrence has fewer ripples</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[8]" resp="#tagger" cert="1.0">
        <label>critiques → in vitro studies that dismissed inhibition on the strength of KCl-reinstated oscillations</label>
        <note>differs in: the frequency and the burst structure of the oscillation being compared: THE KCl-INDUCED OSCILLATIONS WERE VERY FAST (&gt;200 Hz) AND WERE COUPLED WITH LONG SPIKE BURSTS OF PYRAMIDAL CELLS, UNLIKE NATURALLY OCCURRING RIPPLES</note>
        <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[9]" resp="#tagger" cert="1.0">
        <label>critiques → systemic diazepam evidence for inhibitory pacing, confounded by effects on ripple occurrence and amplitude</label>
        <note>differs in: what else the drug changed: THE DRUGS ALSO REDUCED THE OCCURRENCE, AMPLITUDE, AND DURATION OF RIPPLES, so the pacing reading is not isolated</note>
        <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[10]" resp="#tagger" cert="1.0">
        <label>reconciles → the interneuron-interneuron and pyramidal-interneuron model families, as a hybrid PYR-INT-INT scheme</label>
        <note>differs in: whether transient pyramidal excitation is included: a HYBRID MODEL THAT INCLUDES SPW-INDUCED TRANSIENT EXCITATION OF PYRAMIDAL CELLS, COMBINED WITH THE PACING ABILITY OF INTERNEURON INTERACTIONS</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t48" type="concept_edges" ana="#concept_edges[0]" resp="#tagger" cert="1.0">
        <label>fast ripples —distinct-from→ ripple</label>
        <term>fast ripples</term>
        <term>ripple</term>
        <note>strength of the relation: 1 · note: CRITERION: 200-300 Hz and nonphysiological/epileptic. The name reads as a subtype of the healthy phenomenon and denotes a pathology
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span says PTX was followed by higher-frequency epileptic oscillations; distinct-from is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t49" type="concept_edges" ana="#concept_edges[1]" resp="#tagger" cert="1.0">
        <label>fast gamma —same-as→ ripple</label>
        <term>fast gamma</term>
        <term>ripple</term>
        <note>strength of the relation: 0.6 — the record marks this weak · note: identity asserted BY FIAT for convenience within this paper - &#x27;for simplicity, we will refer to them as ripples&#x27;. True here, not licensed elsewhere
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span says fast gamma and ripples will be referred to together for simplicity; same-as is a naming choice.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t50" type="concept_edges" ana="#concept_edges[2]" resp="#tagger" cert="1.0">
        <label>iHFOs —contrasted-with→ ripple</label>
        <term>iHFOs</term>
        <term>ripple</term>
        <note>differs in: THE AXIS IS WHERE THE DRIVE COMES FROM. &#x27;Quotation withheld.&#x27; Two events that look alike in the local field are separated by the breadth of their input, which is not visible in the signal being compared - so a study classifying events by waveform is classifying by something other than the mechanism. · strength of the relation: 0.8 · note: the induced oscillation is kept terminologically separate from the spontaneous one, and the paper lists where they diverge</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t51" type="concept_edges" ana="#concept_edges[5]" resp="#tagger" cert="1.0">
        <label>GABA A —causes→ iHFOs</label>
        <term>GABA A</term>
        <term>iHFOs</term>
        <note>strength of the relation: 1 · note: necessary, shown by abolition under focal blockade - which is also what defeats the axon-net model</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t52" type="concept_edges" ana="#concept_edges[6]" resp="#tagger" cert="1.0">
        <label>picrotoxin —causes→ fast ripples</label>
        <term>picrotoxin</term>
        <term>fast ripples</term>
        <note>strength of the relation: 1 · note: removing inhibition does not stop the rhythm, it converts it to the pathological one
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span says epileptic oscillations emerged after PTX; causes is loose.</note>
        <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[7]" resp="#tagger" cert="0.9">
        <label>PV —is-a→ interneurons</label>
        <term>PV</term>
        <term>interneurons</term>
        <note>strength of the relation: 1</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[11]" resp="#tagger" cert="1.0">
        <label>iHFOs —distinct-from→ volume-conducted</label>
        <term>iHFOs</term>
        <term>volume-conducted</term>
        <note>strength of the relation: 0.9 · note: distance falloff excludes passive spread as the source of multi-site coherence
Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the span says ripple coherence across sites is not a volume-conducted effect; distinct-from iHFOs is loose.</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[12]" resp="#tagger" cert="1.0">
        <label>superficial —contrasted-with→ deep</label>
        <term>superficial</term>
        <term>deep</term>
        <note>strength of the relation: 0.9</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t56" type="content_tags" ana="#content_tags.statistics[0]" resp="#tagger">
        <label>Wilcoxon signed-rank test</label>
        <term>Wilcoxon signed-rank test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t57" type="content_tags" ana="#content_tags.statistics[1]" resp="#tagger">
        <label>Mann-Whitney U test</label>
        <term>Mann-Whitney U test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t58" type="content_tags" ana="#content_tags.statistics[2]" resp="#tagger">
        <label>chi-squared test</label>
        <term>chi-squared test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t59" type="content_tags" ana="#content_tags.statistics[3]" resp="#tagger">
        <label>rank correlation</label>
        <term>rank correlation</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t60" type="content_tags" ana="#content_tags.statistics[4]" resp="#tagger">
        <label>circular correlation</label>
        <term>circular correlation</term>
        <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[5]" resp="#tagger">
        <label>circular-linear correlation</label>
        <term>circular-linear correlation</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[6]" resp="#tagger">
        <label>Rayleigh test</label>
        <term>Rayleigh 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[7]" resp="#tagger">
        <label>F-test with Bonferroni correction</label>
        <term>F-test with Bonferroni correction</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[8]" resp="#tagger">
        <label>standard deviation</label>
        <term>standard deviation</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[9]" resp="#tagger" cert="1.0">
        <label>Wilcoxon&#x27;s paired signed-rank test</label>
        <term>Wilcoxon&#x27;s paired signed-rank test</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[10]" resp="#tagger" cert="0.8">
        <label>Mann-Whitney U test</label>
        <term>Mann-Whitney U test</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[11]" resp="#tagger" cert="1.0">
        <label>coherence</label>
        <term>coherence</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[12]" resp="#tagger" cert="0.7">
        <label>rank correlation</label>
        <term>rank correlation</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.findings[0]" resp="#tagger">
        <label>Optogenetically depolarizing a small local group of CA1 pyramidal cells was enough to generate ripple-frequency oscillations, while silencing pyramidal cells directly or indirectly (by driving PV or somatostatin interneurons) terminated ripples that were already underway.</label>
        <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.findings[1]" resp="#tagger">
        <label>Focal blockade of GABA-A receptors completely abolished locally induced high-frequency oscillations, showing that pyramidal-pyramidal interactions by themselves cannot produce ripples and that fast inhibition is required.</label>
        <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[2]" resp="#tagger">
        <label>Non-rhythmic activation of PV interneurons could not induce field-potential ripples, so a simple interneuron-interneuron model cannot account for LFP ripples.</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[3]" resp="#tagger">
        <label>Although PV activation produced no field ripple, it did impose ripple-frequency coherence on ensemble spiking, so interneuron-interneuron interactions can set the timing even when they cannot create the oscillation.</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[4]" resp="#tagger">
        <label>Blocking fast inhibition reduced the phase coherence between simultaneously induced oscillations at separate sites, showing that interneurons are what keeps spatially separate ripple oscillators locked together.</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[5]" resp="#tagger">
        <label>Pyramidal cells fired roughly a quarter-cycle (about 90 degrees) ahead of interneurons on every ripple cycle, with mean phases of 157 degrees for pyramidal cells and 242 degrees for interneurons.</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[6]" resp="#tagger">
        <label>Superficial CA1 pyramidal cells were entrained to ripples more often (64% versus 57%) and with higher peak firing gain (12.4 versus 9.2) than deep pyramidal cells.</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[7]" resp="#tagger">
        <label>Physiological ripples and pathological &quot;fast ripples&quot; are produced by different mechanisms, because removing fast inhibition destroys the first while creating the second.</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[8]" resp="#tagger">
        <label>Locally induced oscillations fell to 2% of local power 400 micrometres away and to baseline beyond that.</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[9]" resp="#tagger" cert="1.0">
        <label>depolarising a small local group of pyramidal cells is sufficient to induce a ripple-like oscillation</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[10]" resp="#tagger" cert="1.0">
        <label>focal GABA-A blockade abolishes the induced oscillation completely, so pyramidal-pyramidal interaction alone cannot generate it</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[11]" resp="#tagger" cert="1.0">
        <label>silencing pyramidal cells, directly or via PV or SOM interneurons, aborts ongoing spontaneous ripples</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[12]" resp="#tagger" cert="1.0">
        <label>tonic PV activation cannot induce a field ripple, but does organise ensemble spiking into coherent ripple-frequency oscillations</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[13]" resp="#tagger" cert="1.0">
        <label>simultaneous multisite induction produces coherence at distances where single-site induction gives chance</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[14]" resp="#tagger" cert="1.0">
        <label>removing inhibition converts the physiological rhythm into 200-300 Hz epileptic fast ripples</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[15]" resp="#tagger" cert="1.0">
        <label>the same spikes give 12.4% coherent pairs as single units and 35% when agglomerated per shank</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[16]" resp="#tagger" cert="1.0">
        <label>connexin 36 ablation does not alter in vivo ripples, and pyramidal-pyramidal connexin coupling was never demonstrated</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[17]" resp="#tagger" cert="1.0">
        <label>superficial pyramidal cells are entrained more often and more strongly than deep ones</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[18]" resp="#tagger" cert="1.0">
        <label>the same induction works in dentate gyrus and in layer 5 of somatosensory cortex, so the mechanism is not hippocampus-specific</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.definitions[0]" resp="#tagger">
        <label>induced high-frequency oscillations (iHFOs)</label>
        <term>induced high-frequency oscillations (iHFOs)</term>
        <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.definitions[1]" resp="#tagger">
        <label>gain</label>
        <term>gain</term>
        <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.definitions[2]" resp="#tagger">
        <label>threshold light intensity</label>
        <term>threshold light intensity</term>
        <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.definitions[3]" resp="#tagger">
        <label>summed INT</label>
        <term>summed INT</term>
        <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.definitions[4]" resp="#tagger">
        <label>ripple</label>
        <term>ripple</term>
        <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.definitions[5]" resp="#tagger" cert="1.0">
        <label>sharp wave</label>
        <term>sharp wave</term>
        <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.definitions[6]" resp="#tagger" cert="1.0">
        <label>iHFOs</label>
        <term>iHFOs</term>
        <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.definitions[7]" resp="#tagger" cert="1.0">
        <label>axon-net model</label>
        <term>axon-net model</term>
        <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.definitions[8]" resp="#tagger" cert="1.0">
        <label>INT-INT</label>
        <term>INT-INT</term>
        <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.definitions[9]" resp="#tagger" cert="1.0">
        <label>PYR-INT loop</label>
        <term>PYR-INT loop</term>
        <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.definitions[10]" resp="#tagger" cert="1.0">
        <label>PYR-INT-INT</label>
        <term>PYR-INT-INT</term>
        <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.definitions[11]" resp="#tagger" cert="1.0">
        <label>summed PYR</label>
        <term>summed PYR</term>
        <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.variables[1]" resp="#tagger">
        <label>receptor blockade</label>
        <term>receptor blockade</term>
        <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.variables[3]" resp="#tagger">
        <label>global frequency</label>
        <term>global frequency</term>
        <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.variables[4]" resp="#tagger">
        <label>coherence between nearby sites</label>
        <term>coherence between nearby sites</term>
        <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.variables[5]" resp="#tagger" cert="1.0">
        <label>light intensity</label>
        <term>light intensity</term>
        <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.variables[6]" resp="#tagger" cert="0.9">
        <label>distance</label>
        <term>distance</term>
        <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.variables[7]" resp="#tagger" cert="1.0">
        <label>cell type</label>
        <term>cell type</term>
        <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.variables[8]" resp="#tagger" cert="1.0">
        <label>sublayer</label>
        <term>sublayer</term>
        <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.quantities[0]" resp="#tagger">
        <label>115,204 ripples — total number of spontaneous fast-gamma/ripple events analysed, with median frequency 148 Hz and duration 43 ms</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.quantities[1]" resp="#tagger">
        <label>80–100 — upper estimate of the number of CA1 pyramidal cells directly illuminated at maximum light intensity, taken as the size of the minimal ripple-generating network</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.quantities[2]" resp="#tagger">
        <label>6-fold — increase in CA1 neuron firing rate during spontaneous ripples relative to no-ripple epochs</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.quantities[3]" resp="#tagger">
        <label>3,885 — total putative single cells recorded from CA1 across 47 animals</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.quantities[4]" resp="#tagger">
        <label>2% ± 0.3% — induced oscillation power at 400 micrometres from the illuminated shank, relative to power at the illuminated site</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.quantities[5]" resp="#tagger">
        <label>258/737 (35%) — proportion of summed-pyramidal/summed-interneuron spike-train pairs showing significant ripple-band coherence during spontaneous ripples</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.quantities[6]" resp="#tagger">
        <label>790/6369 (12.4%) — proportion of coherent pairs when the same spikes were analysed as single neurons instead of summed populations</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.quantities[7]" resp="#tagger">
        <label>23% — median reduction of inter-site ripple-band coherence after GABA-A receptor blockade</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.quantities[8]" resp="#tagger">
        <label>16% — median Bayes error of the classifier separating true from false online ripple detections</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.quantities[9]" resp="#tagger" cert="1.0">
        <label>80-100 — CA1 pyramidal cells directly illuminated at maximum light - the size of the minimal generating network</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.quantities[10]" resp="#tagger" cert="1.0">
        <label>148 Hz, 43 ms, 115,204 — median frequency, median duration and total number of ripples recorded</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.quantities[11]" resp="#tagger" cert="1.0">
        <label>200-300 Hz — frequency of the epileptic fast ripples that follow GABA-A blockade</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.quantities[12]" resp="#tagger" cert="1.0">
        <label>90-140 Hz vs 140-180 Hz — the published frequency bands separating fast gamma from ripple</label>
        <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.quantities[13]" resp="#tagger" cert="0.9">
        <label>2% at 400 um — induced oscillation power two shanks away, against 89% for spontaneous ripples at the same distance</label>
        <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.quantities[14]" resp="#tagger" cert="1.0">
        <label>12.4% vs 35% — coherent pairs from the same spikes, as single units versus agglomerated per shank</label>
        <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.quantities[15]" resp="#tagger" cert="1.0">
        <label>1 mM picrotoxin, 13-52 nl — the focal GABA-A blockade dose and volume</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.2014.06.023.</note></p>
    </body>
  </text>
</TEI>
