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        <title>Learning to Encode Timing: Mechanisms of Plasticity in the Auditory Brainstem</title>
        <author>Thanos Tzounopoulos</author>
        <author>Nina Kraus</author>
      </titleStmt>
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        <bibl>
          <title>Learning to Encode Timing: Mechanisms of Plasticity in the Auditory Brainstem</title>
          <date>2009</date>
          <publisher>Neuron</publisher>
          <idno type="DOI">10.1016/j.neuron.2009.05.002</idno>
          
          <idno type="record">unknown2009-learning-to-encode-timing-mechanisms-of-plas</idno>
          <note type="staged-file">unknown2009-learning-to-encode-timing-mechanisms-of-plas.txt, the project's staged copy</note>
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          <note type="rights">not-redistributable</note>
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      <span xml:id="t0" type="object_of_study" ana="#object_of_study" resp="#paper">
        <label>whether the auditory brainstem, long treated as a hard-wired relay optimised for timing, is a site of experience-dependent plasticity</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>does the mammalian auditory brainstem express the cellular mechanisms that could support the learning effects seen in humans</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>assembles slice physiology and human evoked-potential evidence to overturn the view that early auditory processing is non-plastic, and identifies cell-specific synaptic and intrinsic plasticity in brainstem nuclei</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>existence</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>auditory brainstem plasticity</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>review</label>
        <term>review</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>Synapse-specific plasticity simultaneously disinhibits fusiform cells and strengthens their excitatory input, driving the fusiform hyperactivity that underlies tinnitus</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>Anti-Hebbian STDP reweights parallel-fiber synapses so that inputs predicting incoming sensory activity are weakened, building a &#x27;negative image&#x27; that cancels the sensory consequences of the animal&#x27;s own movements</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>Nitric oxide diffusing out of MNTB principal neurons suppresses postsynaptic Kv3 channels in neighbouring cells, providing intercellular gain control during loud sound</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>Corticofugal (efferent) feedback from higher-order processing levels descends onto brainstem nuclei and is the route by which language and musical experience alter subcortical timing</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>the field inferred incapacity from function - a structure optimised for fast reliable signalling was assumed to be ill-suited to plasticity, and the test was not run</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 effort was directed to the cortex instead, which is where the plasticity literature accumulated</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>the reversal is built from two independent lines that meet in the middle - slice physiology in animals and non-invasive evoked potentials in humans</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>adding an in-vivo-like feature to the standard slice preparation reversed a standing conclusion about the same nucleus</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>and the authors generalise the warning rather than confining it to that result</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t15" type="mechanisms" ana="#mechanisms[9]" resp="#tagger" cert="1.0">
        <label>plasticity is shown to be feature-specific rather than a gain change, which is what makes it evidence of learning rather than of arousal</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t16" type="mechanisms" ana="#mechanisms[10]" resp="#tagger" cert="1.0">
        <label>the functional interpretation of the dorsal cochlear nucleus is imported wholesale from the electrosensory lobe of a fish, where anti-Hebbian plasticity cancels self-generated input</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t17" type="mechanisms" ana="#mechanisms[11]" resp="#tagger" cert="1.0">
        <label>the argument that the same job exists in audition is made by matching the problem, not the anatomy - both systems must separate external signals from self-generated ones</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t18" type="mechanisms" ana="#mechanisms[12]" resp="#tagger" cert="0.95">
        <label>human timescales are stacked deliberately: lifelong language and musical experience, then training over weeks, then attention within a session</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t19" type="mechanisms" ana="#mechanisms[13]" resp="#tagger" cert="0.95">
        <label>the same plasticity mechanisms are used to explain a pathology, which converts the review&#x27;s claim into something testable in tinnitus</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t20" type="mechanisms" ana="#mechanisms[14]" resp="#tagger" cert="0.95">
        <label>a theory built for visual cortex is extended below the cortex, and the extension is flagged as the authors&#x27; view rather than an established result</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t21" type="limitations" ana="#limitations[0]" resp="#tagger">
        <label>The synaptic-plasticity evidence base comes overwhelmingly from brain slices, which differ substantially from the intact brain.</label>
        <note>what this limits: every plasticity claim in the review: MOST STUDIES OF SYNAPTIC PLASTICITY IN THE AUDITORY BRAINSTEM HAVE BEEN PERFORMED IN BRAIN SLICES</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[1]" resp="#tagger">
        <label>How naturally occurring noise exposure would induce the plasticity proposed to underlie tinnitus is not established.</label>
        <note>what this limits: the tinnitus account specifically: it is obvious that ELECTRICAL STIMULATION OF PARALLEL FIBERS CAN INDUCE SYNAPTIC PLASTICITY, but how naturally occurring noise exposure would do so is not established</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[2]" resp="#tagger">
        <label>How brainstem pathways adapt to ongoing sensory activity and contribute to perception of environmental sound remains largely unknown.</label>
        <note>what this limits: what the brainstem literature covers: MUCH LESS IS KNOWN ABOUT HOW THESE PATHWAYS ADAPT TO ONGOING SENSORY ACTIVITY AND HOW THEY CONTRIBUTE TO THE PERCEPTION AND INTERPRETATION OF ENVIRONMENTAL SOUNDS, INCLUDING SPEECH</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t24" type="limitations" ana="#limitations[3]" resp="#tagger" cert="1.0">
        <label>most of the plasticity evidence comes from slices, which differ from the intact brain in ways that have already changed one conclusion</label>
        <note>what this limits: the plasticity evidence base as a whole: Quotation withheld THIS EXPERIMENTAL APPROACH HAS SUBSTANTIAL DIFFERENCES FROM STUDYING INTACT BRAINS IN VIVO</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t25" type="limitations" ana="#limitations[4]" resp="#tagger" cert="1.0">
        <label>how noise exposure would induce the plasticity proposed to cause tinnitus is not established</label>
        <note>duplicate of: limitations[1] · what this limits: the same scope as limitations[1] - how naturally occurring noise exposure would induce the plasticity proposed to underlie tinnitus is not established</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t26" type="limitations" ana="#limitations[5]" resp="#tagger" cert="1.0">
        <label>the pathophysiology of tinnitus remains poorly understood despite its prevalence</label>
        <note>what this limits: any mechanistic claim about the disorder: DESPITE THE WIDE PREVALENCE OF TINNITUS, THE PATHOPHYSIOLOGY OF THE DISORDER IS POORLY UNDERSTOOD</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t27" type="limitations" ana="#limitations[6]" resp="#tagger" cert="1.0">
        <label>whether the fish-derived cancellation function applies to the dorsal cochlear nucleus is posed as an open question, not answered</label>
        <note>what this limits: the transfer of the cancellation function from the fish circuit: A KEY QUESTION IS WHETHER ANTI-HEBBIAN PLASTICITY OBSERVED IN THE DCN CAN SERVE A SIMILAR FUNCTION</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t28" type="limitations" ana="#limitations[7]" resp="#tagger" cert="1.0">
        <label>whether brainstem plasticity is driven top-down, locally, or by both is unresolved</label>
        <note>what this limits: the locus of control for brainstem plasticity: whether changes are INITIATED/MODULATED IN A TOP-DOWN FASHION ... OR THROUGH LOCAL MECHANISMS OF ADAPTATION is unresolved</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t29" type="limitations" ana="#limitations[8]" resp="#tagger" cert="1.0">
        <label>how these pathways adapt and contribute to perception is much less understood than how they transmit timing</label>
        <note>duplicate of: limitations[2] · what this limits: the same scope as limitations[2] - transmission of timing is understood far better than adaptation or perception</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t30" type="transfers" ana="#transfers[0]" resp="#tagger">
        <label>The Reverse Hierarchy Theory, first formulated to describe top-down influence of higher visual cortical areas on lower ones, is taken over to explain top-down modulation of auditory processing and extended below cortex to the brainstem.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t31" type="transfers" ana="#transfers[1]" resp="#tagger">
        <label>The adaptive-sensory-processor / &#x27;negative image&#x27; account of anti-Hebbian STDP in the cerebellum-like electrosensory lobe is imported as a candidate functional model for the mammalian dorsal cochlear nucleus.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t32" type="transfers" ana="#transfers[2]" resp="#tagger" cert="1.0">
        <label>anti-Hebbian STDP building a negative image that cancels the sensory consequences of the animal&#x27;s own movements, imported as the candidate function of the dorsal cochlear nucleus</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t33" type="transfers" ana="#transfers[3]" resp="#tagger" cert="0.95">
        <label>the Reverse Hierarchy Theory, built for higher-to-lower visual cortical areas and extended here to corticofugal control of the brainstem</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t34" type="transfers" ana="#transfers[4]" resp="#tagger" cert="0.95">
        <label>the parallel-fiber and climbing-fiber arrangement, used both as the structural analogy for the DCN and as the model for how auditory nerve activity might induce plasticity</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t35" type="concepts" ana="#concepts[12]" resp="#paper" cert="0.85">
        <label>auditory brainstem response</label>
        <term>auditory brainstem response</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t36" type="senses" ana="#senses[0]" resp="#tagger" cert="1.0">
        <label>STDP - Hebbian at fusiform cells and anti-Hebbian at cartwheel cells; ONE induction protocol producing opposite signs, decided by cell type</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[1]" resp="#tagger" cert="1.0">
        <label>the auditory brainstem - as a hard-wired relay optimised for timing versus as a plastic, experience-modified structure; the paper is the transition between the two readings</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[2]" resp="#tagger" cert="1.0">
        <label>plasticity - synaptic (changed connection strength) versus intrinsic (changed excitability through ion channels); the review insists a circuit needs one or the other</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[3]" resp="#tagger" cert="1.0">
        <label>experience effects - as a generalised gain change versus as feature-specific alteration; only the second counts as learning</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[4]" resp="#tagger" cert="1.0">
        <label>the MNTB - as a simple faithful relay versus as a nucleus that fails under realistic activity; the reading depends on what the slice preparation includes</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[5]" resp="#tagger" cert="0.95">
        <label>brainstem plasticity - as adaptive learning versus as the cause of a disease; the same mechanism read with opposite valence in tinnitus</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: critique</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: existence — 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="t43" type="alternatives" ana="#alternatives.method" resp="#tagger">
        <label>method: narrative review pairing rodent brain-slice recordings of synaptic and intrinsic plasticity with non-invasive human auditory brainstem responses</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: review — 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: experience-dependent plasticity in subcortical auditory processing</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: auditory brainstem plasticity — 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>extends → Reverse Hierarchy Theory (Ahissar and Hochstein, 2004)</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" cert="1.0">
        <label>contradicts → the traditional view that early sensory processing stages are hard-wired and non-plastic</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" cert="1.0">
        <label>critiques → the inference from specialisation for precise timing to incapacity for plasticity</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 treatment of the MNTB as a simple and faithful relay nucleus</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>builds-on → Krishnan and colleagues, who first showed that language experience alters brainstem pitch encoding</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="0.95">
        <label>extends → the Reverse Hierarchy Theory, from intracortical feedback to subcortical processing</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="0.9">
        <label>supports → the account of tinnitus as centrally maintained rather than purely cochlear</label>
        <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[0]" resp="#tagger">
        <label>Hebbian —contrasted-with→ anti-Hebbian</label>
        <term>Hebbian</term>
        <term>anti-Hebbian</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="t53" type="concept_edges" ana="#concept_edges[1]" resp="#tagger">
        <label>fusiform —contrasted-with→ cartwheel cells</label>
        <term>fusiform</term>
        <term>cartwheel cells</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[2]" resp="#tagger">
        <label>RETRACTED (WRONG TYPE: a KIND, not a PART) · intrinsic plasticity —is-a→ plasticity</label>
        <term>intrinsic plasticity</term>
        <term>plasticity</term>
        <note>RETRACTED: WRONG TYPE: a KIND, not a PART. Intrinsic plasticity is a sort of plasticity, not a component of it. — strength of the relation: 0.95</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[3]" resp="#tagger">
        <label>frequency following response —part-of→ auditory brainstem response</label>
        <term>frequency following response</term>
        <term>auditory brainstem response</term>
        <note>strength of the relation: 1
Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the span writes &#x27;ABR&#x27;; endpoint abbreviated.</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[4]" resp="#tagger">
        <label>plasticity —causes→ tinnitus</label>
        <term>plasticity</term>
        <term>tinnitus</term>
        <note>strength of the relation: 0.75
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but plasticity-driven disinhibition is linked to tinnitus; causes is loose.</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[7]" resp="#tagger">
        <label>dorsal cochlear nucleus —part-of→ auditory brainstem</label>
        <term>dorsal cochlear nucleus</term>
        <term>auditory brainstem</term>
        <note>strength of the relation: 0.95</note>
        <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[0]" 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="t59" type="content_tags" ana="#content_tags.statistics[1]" resp="#tagger" cert="0.75">
        <label>fast Fourier transform</label>
        <term>fast Fourier transform</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[2]" resp="#tagger" cert="0.95">
        <label>phase locking</label>
        <term>phase locking</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.findings[0]" resp="#tagger">
        <label>Contrary to the traditional view that early sensory stages are not plastic, the auditory brainstem is dynamic.</label>
        <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.findings[1]" resp="#tagger">
        <label>In the dorsal cochlear nucleus one protocol produces LTP in fusiform cells and LTD in cartwheel cells.</label>
        <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.findings[2]" resp="#tagger">
        <label>Language experience reshapes brainstem coding: speakers of tonal languages show enhanced neural representation of pitch.</label>
        <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.findings[3]" resp="#tagger">
        <label>Experience-driven changes in the brainstem are selective to particular stimulus features rather than an across-the-board amplification of all responses.</label>
        <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.findings[4]" resp="#tagger">
        <label>Acoustic environment tunes intrinsic excitability: in quiet conditions PKC phosphorylation of Kv3.1b potassium channels lowers the potassium current so that neurons fire only at low frequencies.</label>
        <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.findings[5]" resp="#tagger">
        <label>The medial nucleus of the trapezoid body is not a faithful relay: under in-vivo-like spontaneous activity it fails to entrain reliably to prolonged high-frequency stimuli because of short-term plasticity, even though it still encodes stimulus onset precisely.</label>
        <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.findings[6]" resp="#tagger">
        <label>The authors argue that the Reverse Hierarchy Theory, formulated for cortex, extends to subcortical processing and may itself initiate or modulate brainstem plasticity.</label>
        <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.findings[7]" resp="#tagger" cert="1.0">
        <label>one induction protocol produces LTP in fusiform cells and LTD in cartwheel cells</label>
        <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[8]" resp="#tagger" cert="1.0">
        <label>speakers of tonal languages have enhanced neural representation of pitch in the brainstem</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[9]" resp="#tagger" cert="1.0">
        <label>musical experience produces more robust brainstem encoding of speech, linguistic pitch patterns and vocal emotion</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[10]" resp="#tagger" cert="1.0">
        <label>brainstem encoding is disrupted in subsets of poor readers and children with autism</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[11]" resp="#tagger" cert="1.0">
        <label>brainstem responses are affected by attention and are larger to a speech syllable than to its time-reversed version</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[12]" resp="#tagger" cert="1.0">
        <label>experience does not produce a generalised gain change but alters specific stimulus features</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[13]" resp="#tagger" cert="1.0">
        <label>brainstem processing can also be changed by auditory training over weeks, not only by lifelong experience</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[14]" resp="#tagger" cert="1.0">
        <label>adding in-vivo-like spontaneous activity to MNTB slices revealed synaptic failures at high frequency that earlier studies had not seen</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[15]" resp="#tagger" cert="1.0">
        <label>so the MNTB is not a simple faithful relay and may not entrain reliably to sustained high-frequency input</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[16]" resp="#tagger" cert="1.0">
        <label>phosphorylation state of Kv3.1b channels sets whether neurons fire at low or high frequency, tracking the acoustic environment</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[17]" resp="#tagger" cert="1.0">
        <label>activity in one MNTB neuron can modulate the excitability of its neighbours, a candidate gain reduction in loud noise</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[18]" resp="#tagger" cert="1.0">
        <label>retrograde GABA signalling in the lateral superior olive adjusts the excitation-inhibition balance underlying sound localisation</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[19]" resp="#tagger" cert="0.85">
        <label>synapse-specific plasticity that disinhibits and excites fusiform cells can produce hyperactivity like that seen in animals with behavioural signs of tinnitus</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[20]" resp="#tagger" cert="1.0">
        <label>cortical activation shapes the tuning of cochlear nucleus neurons, giving a route for top-down control</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.definitions[0]" resp="#tagger">
        <label>intrinsic plasticity</label>
        <term>intrinsic plasticity</term>
        <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.definitions[1]" resp="#tagger">
        <label>spike-timing-dependent plasticity (STDP)</label>
        <term>spike-timing-dependent plasticity (STDP)</term>
        <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.definitions[2]" resp="#tagger">
        <label>auditory brainstem response (ABR)</label>
        <term>auditory brainstem response (ABR)</term>
        <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.definitions[3]" resp="#tagger">
        <label>frequency following response (FFR)</label>
        <term>frequency following response (FFR)</term>
        <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.definitions[4]" resp="#tagger">
        <label>tinnitus</label>
        <term>tinnitus</term>
        <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.definitions[5]" resp="#tagger">
        <label>pitch tracking</label>
        <term>pitch tracking</term>
        <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[6]" resp="#tagger">
        <label>Reverse Hierarchy Theory (RHT)</label>
        <term>Reverse Hierarchy Theory (RHT)</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[7]" resp="#tagger" cert="1.0">
        <label>auditory brainstem response</label>
        <term>auditory brainstem response</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[8]" resp="#tagger" cert="1.0">
        <label>frequency following response</label>
        <term>frequency following response</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[9]" resp="#tagger" cert="1.0">
        <label>spike-timing-dependent plasticity</label>
        <term>spike-timing-dependent plasticity</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[10]" resp="#tagger" cert="1.0">
        <label>intrinsic plasticity</label>
        <term>intrinsic plasticity</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[11]" resp="#tagger" cert="1.0">
        <label>Tinnitus</label>
        <term>Tinnitus</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[12]" resp="#tagger" cert="1.0">
        <label>Reverse Hierarchy Theory</label>
        <term>Reverse Hierarchy Theory</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.quantities[0]" resp="#tagger">
        <label>&lt;4000 Hz — Upper frequency limit of the &#x27;low-frequency&#x27; sounds that the binaural timing circuitry of the mammalian brainstem is specialised to localise</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.quantities[1]" resp="#tagger">
        <label>4–12 µm — Diameter of the myelinated globular-bushy-cell axons giving rise to the calyx of Held, large enough to give fast conduction velocity</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.quantities[2]" resp="#tagger">
        <label>200 µs — Delay with which inhibitory input reaches the cat lateral superior olive after the excitatory input</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.quantities[3]" resp="#tagger">
        <label>40 ms time bins, 1 ms interval — Window length and step of the running short-term Fourier analysis used to extract pitch contours from the brainstem response</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.quantities[4]" resp="#tagger">
        <label>0.5 ms — Scale of the x-axis tick marks in Figure 1, indicating that the experience-related timing disruptions and enhancements are of the order of tenths of a millisecond</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.quantities[5]" resp="#tagger" cert="0.85">
        <label>&lt;4000 Hz — the low-frequency range localised by interaural timing in mammals</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.quantities[6]" resp="#tagger" cert="1.0">
        <label>microsecond range — the interaural phase differences the brainstem resolves</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.quantities[7]" resp="#tagger" cert="0.8">
        <label>last 10 years — the period over which brainstem timing mechanisms were worked out</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.variables[0]" resp="#tagger" cert="1.0">
        <label>relative timing of presynaptic and postsynaptic action potentials</label>
        <term>relative timing of presynaptic and postsynaptic action potentials</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[1]" resp="#tagger" cert="0.9">
        <label>sound intensity</label>
        <term>sound intensity</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[2]" resp="#tagger" cert="0.8">
        <label>pitch tracking</label>
        <term>pitch tracking</term>
        <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.2009.05.002.</note></p>
    </body>
  </text>
</TEI>
