Temporal coding of reward-guided choice in the posterior parietal cortex

Hawellek, Wong, Pesaran · Proceedings of the National Academy of Sciences of the United States of America · 2016 · neuroscience · 10.1073/pnas.1606479113 · record Hawellek2016-temporal-coding-of-reward-guided-choice-in-t
tag layer · index · concepts · authors · עברית
Where this record's text came from. faceted 2026-08 by reading the locally held text (html); every evidence string verified as an exact substring of that text before merging. The paper is unusually sparse in self-stated limitations - only the mutual-information bias caveat and the open question about beta-band generation/read-out are stated as such, so the limitations array is short rather than padded with my own assessment. Two monkeys were used and much of the data are multiunit rather than single-unit, but the paper does not flag either as a limitation. All prior work is cited by number, so relation targets are described rather than named; no 'contradicts' or 'replicates' relation was recorded because the discussion only reports agreement with earlier work. 2026-08-13 and 2026-08-15 schema-0.3 passes: every quote verified as an exact substring of the staged text and anchored at merge time; concept terms verified present; every edge endpoint an existing node.
8 quotations on this page contain a reference number where the paper printed a superscript. This journal style prints citations as raised numerals — parameters12,13 — and the extraction flattened them into the line, so the sentence reads parameters 12 , 13 . The digits are citation markers and not part of what the author wrote. The quotes keep them for the same reason they keep every other extraction fault: a quote is reproduced exactly or it proves nothing.
How to read this page. The article itself is not reproduced here — this paper is not cleared for redistribution, so what follows is the tag layer alone. The evidence sentences are withheld with the article. The table at the foot lists every tag the record carries; each row names the facet it belongs to, and the whose words column says whether the tag records the paper's own wording or the tagger's sentence about the paper. Every tag links to each other paper in the corpus carrying it. The machine-readable edition of the same thing is the TEI file beside this one, where the tags live in standOff, and the article is at its publisher via the link below. When we have changed our mind. Some entries in the table begin with a word in capitals and the reason for it. EVIDENCE CORRECTED — the finding still stands, but we had quoted the wrong sentence from the paper, and the quotation has been replaced with the right one. RETRACTED — the entry itself was wrong; it stays on the page, marked, with the reason, rather than being deleted. WITHDRAWN AND REPLACED — the entry was wrong, and a corrected version of it appears in the entries below. Each mark carries its own reason, in brackets, because the reasons differ from one entry to the next. An entry we have WITHDRAWN is removed from this page and kept in the record, with its reason. A line reading Audit and a date is a later re-reading of the entry against its whole sentence: DOUBTFUL means it was kept, and the reason says what is loose about it. Quotation marks inside the tagger's sentence. Where a tag is the tagger's own sentence, a phrase in quotation marks inside it is borrowed from the paper — the tagger's wording around it is not. The paper's own sentence is the evidence quote for that row; on this page it is withheld with the article, and the article is at its publisher. Nothing inside quotation marks anywhere on this page is ours: if it is quoted, it is the paper's. Whose words a concept carries. A concept entry records a term the paper itself uses, so the term, the sense given for it, and its evidence are the paper's own words, quoted where the paper fixes them. This is the opposite of a sense entry in the tag table, which is the tagger's sentence about how the paper uses a term. Where a concept entry could not be grounded in the paper's words, the entry says so on its own row.
Other fields define these differently the same word, defined another way in another discipline
bias 38 fields · false-discovery rate 6 fields · principal component analysis 5 fields · integration 3 fields · bootstrap 2 fields · confidence interval 2 fields · and 1 more →

Tags on this paper

Every tag the record carries, each linking to every other paper in the corpus that carries it. A tag appears here whether or not its words occur in the article — the spans below are only the ones a sentence in this paper licenses. Of the 38 concept tags on this paper, none is grounded in a quoted sentence. All carry the tagger's gloss of what the term means in this paper, which is not something the article can license.
PPC IPS decision movement choice response field reward magnitudes temporal structure LFP SFC phase phase bins beta activity gamma activity theta activity mutual information choice-MI orthogonal-MI spike count firing rate excitability downswing stratifying resultant length modulation entropy trigonometric moment permutation test PAC phase–phase coupling single units multiunits spike waveforms electrode coherent evoked potentials baseline epoch choice epoch integration multiplex An asymmetric interplay of excitation and inhibition within the beta cycle produces an uninformative upswing and an informative downswing of spiking Beta rhythms are tuned to large-scale network communication rather than local processing, which is why choice information becomes separated in time from local excitability Downstream ensembles read out the two rhythms with different integration windows, beta's extending past the moment of peak synchronous input to catch the later information peak bias coherent unit n:m phase-phase coupling LFP phase bin movement condition reward magnitude spike-field coherence spike counts trial-locked evoked potentials mutual information (MI) random permutation test false discovery rate correction We controlled the FDR familywise error correction We controlled the FWE across frequencies using rank-based maximum resample statistics Rayleigh test (circular uniformity) Rayleigh tests Watson-Williams test Watson–Williams tests Fisher's exact test Fisher’s exact test circular correlation linear regression bootstrap a bootstrapping procedure confidence interval maximum likelihood estimation maximum likelihood estimates psychometric function fitting fit a psychometric function to the choice probabilities across bins multitaper spectral estimation multitaper methods principal component analysis k-means clustering the unsupervised clustering algorithm k -means permutation tests false-discovery rate electrophysiology

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second readingalternativesan independent re-reading of a facet, recorded whether or not it agrees
relation to other workclaim_relationshow this paper stands to another: agrees, contradicts, extends, qualifies
claim typeclaim_typethe shape of the claim: existence, mechanism, method, critique, prediction, null
concept edgeconcept_edgesan asserted relation between two concepts, with the sentence asserting it
content tagcontent_tagsa finding, definition, quantity, statistic or variable named in the paper
contributioncontributionwhat the paper claims to add
controlcontrolsan experiment run to eliminate a rival explanation
limitationlimitationswhat the paper says its evidence cannot support
mechanismmechanismshow the reported effect is said to come about
methodmethodhow the paper produced its evidence
object of studyobject_of_studywhat the paper is about — the thing it investigates
phenomenonphenomenonthe effect or regularity under study
research questionresearch_questionthe question the paper sets itself
sensesensesa distinct use of a term, quoted where the paper fixes it
transfertransfersa method or concept carried in from another field

The paper

The full text is not reproduced here. This article is not cleared for redistribution, so the page carries the tag layer only. Its evidence sentences are withheld; the grounding status remains with each tag, and the article itself is at https://doi.org/10.1073/pnas.1606479113. The reading view exists for the papers whose licence permits it.

Every tag on this page

alternatives 3 · claim_relations 9 · claim_type 1 · concept_edges 14 · content_tags 105 · contribution 1 · controls 1 · limitations 8 · mechanisms 8 · method 1 · object_of_study 1 · phenomenon 1 · research_question 1 · senses 9 · transfers 4

Relations on this page carry a quotation for the claim. Where a relation was separately evidenced — and so tested against the vocabulary for its type — the row says so; none of 14 relations here carry that mark. The rest are the tagger’s reading of the sentence quoted beside them.

facettagfieldconf.whose words
object_of_studywhether the information a parietal neuron's firing rate carries about an upcoming choice depends on when in the ongoing population rhythm the spikes occur
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object_of_studythe paper's words
research_questionwhether and how the coding of decisions depends on the temporally structured firing of parietal neurons
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research_questionthe paper's words
contributionchoice information is modulated by beta and gamma phase, and for beta it peaks at a different phase from the spike count, so information and excitability come apart
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contributionthe paper's words
claim_typemechanism
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claim_typethe paper's words
phenomenonphase-dependent coding of choice in posterior parietal cortex
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phenomenonthe paper's words
methodelectrophysiology
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methodthe paper's words
mechanismsmechanisms
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
duplicate of: mechanisms[3]
mechanisms[0]the tagger's words
mechanismsmechanisms
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
mechanisms[1]the tagger's words
mechanismsmechanisms
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
mechanisms[2]the tagger's words
mechanismsbeta spiking is proposed to come from an asymmetric interplay of excitation and inhibition, giving an uninformative upswing and an informative downswing at similar spike counts
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mechanisms[3]0.7the tagger's words
mechanismsthe two bands are read as two network scales, gamma as local bottom-up processing and beta as top-down linkage to a larger cortical network
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status: the paper's own words: may reflect
mechanisms[4]0.7the tagger's words
mechanismsdownstream ensembles may integrate over different windows in the two bands, with the beta window reaching past peak synchrony to the later information peak
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mechanisms[5]0.6the tagger's words
mechanismstheta may regulate the faster scales, since theta phase predicts beta and gamma amplitude
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mechanisms[6]0.8the tagger's words
mechanismsparietal spiking may multiplex decision signals into a beta and a gamma channel
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mechanisms[7]0.5the tagger's words
limitationsMutual information estimates could have been inflated at phase bins containing few spikes; the authors re-ran the analysis with stratified spike counts.
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what this limits: every mutual-information value: MI ESTIMATION MAY HAVE BEEN BIASED BY THE DIFFERING SPIKE COUNTS AT DIFFERENT PHASES OF ACTIVITY
limitations[0]the tagger's words
limitationsHow the beta-band dissociation between spiking and information is generated, and how downstream populations could read it out, is left open.
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what this limits: the mechanism behind the beta dissociation: it RAISES QUESTIONS ABOUT HOW THE ACTIVITY CAN BE GENERATED AND HOW OTHER NEURONAL POPULATIONS CAN DECODE SUCH ACTIVITY EFFICIENTLY
limitations[1]the tagger's words
limitationshow such a code is generated and how any downstream population could read it efficiently is left open
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duplicate of: limitations[1] · what this limits: the same scope as limitations[1] - generation and readout both open
limitations[2]1.0the tagger's words
limitationsthe proposed source of the beta dissociation - the beta to gamma phase difference - was tested and did not correlate with it
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what this limits: the paper's own candidate explanation, which it tested and rejected: WE OBSERVED NO CORRELATION BETWEEN THE BETA-GAMMA PHASE DIFFERENCE AND THE MOMENT OF THE BETA CHOICE-MI
limitations[3]1.0the tagger's words
limitationsthe primary modulation statistic assumes a single concentration across phase bins and cannot see multimodal modulation, so a second statistic had to be run
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what this limits: the modulation-strength statistic: THE MEAN RESULTANT LENGTH R ASSUMES A UNIMODAL CONCENTRATION ... IT IS INSENSITIVE TO MORE COMPLEX FORMS OF MODULATION SUCH AS MULTIMODAL MODULATIONS - so the analysis was REPEATED using entropy-based permutation statistics
limitations[4]1.0the tagger's words
limitationsMI is positively biased for smaller samples and spuriously high for phase bins with few spikes, and spike counts differ across phases, so MI had to be reestimated with the counts equal across phase bins
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what this limits: the same scope as limitations[0], with the correction reported: WE REESTIMATED MI WHILE STRATIFYING SPIKE COUNTS TO BE EQUAL ACROSS PHASE BINS ... THE PATTERN ... PERSISTED
limitations[5]1.0the tagger's words
limitationsthe unit of analysis is mixed: 149 units of which only 45 are single units, the rest multiunit
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what this limits: what a 'unit' means in every count here: 149 UNITS [97 ... (31 SINGLE UNITS AND 66 MULTIUNITS) FOR MONKEY C AND 52 (14 SINGLE UNITS AND 38 MULTIUNITS) FOR MONKEY R]
limitations[6]1.0the tagger's words
limitationsgamma coherence depended on how far apart the two electrodes were, which is read as gamma being more local rather than as a recording artefact
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what this limits: the spatial reach of the gamma result: THE DISTANCE BETWEEN THE ELECTRODE TIPS OF THE RECORDING PAIRS INFLUENCED THE SFC, comparing pairs at a median separation of 1.07 mm against the farther half
limitations[7]0.9the tagger's words
transfersthe MI between the spiking of a neuron and the movement condition, in or out of the response field
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transfers[0]1.0the tagger's words
transfersthe trigonometric moment of a phase histogram, which is how the temporal concentration of spiking is measured in detail
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transfers[1]1.0the tagger's words
transfersPAC and N to M phase-phase locking, imported to ask how the three time scales relate
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transfers[2]1.0the tagger's words
transfersa fitted psychometric function relating the reward difference between the two shapes to the probability of choosing one
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transfers[3]0.8the tagger's words
controlsthe whole analysis repeated while STRATIFYING the number of spikes at each phase bin
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eliminates: spike count as the driver of mutual information - MI rises with the amount of data, so a phase bin with more spikes would show more MI whether or not the phase carries anything · outcome (stated by the tagger, no quotation): held
controls[0]0.95the tagger's words
sensesTHE ESTIMATOR'S OWN BIAS WOULD HAVE PRODUCED THE RESULT: mutual information runs high on small samples, the number of spikes differs from phase bin to phase bin, so phase-dependent information is exactly what a biased estimator would manufacture here
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senses[0]1.0the tagger's words
sensesand it is answered twice over - each bin's estimate is restricted to the smallest bin's sample size, and spikes in excess of that minimum are deleted at random and the estimate repeated a thousand times
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senses[1]1.0the tagger's words
sensesINFORMATION AND RATE ARE NOT THE SAME QUANTITY: in the beta band the spike count is symmetric about its preferred phase while the information is not, and the two peak at different times
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senses[2]1.0the tagger's words
sensesso a rate-based reading of this code would place the information at the wrong moment - and in the gamma band, where the two do coincide, it would be right
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senses[3]1.0the tagger's words
sensesTHE NULL IS THE FINDING: removing the spike count's prediction leaves the beta information still modulated but flattens the gamma information entirely, so the same control analysis reports independence in one band and dependence in the other
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senses[4]1.0the tagger's words
sensesTHE HEADLINE STATISTIC NAMES ITS OWN BLIND SPOT: the resultant length assumes one concentration across phase bins and is insensitive to multimodal modulation, which is why an entropy measure is run beside it
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senses[5]1.0the tagger's words
sensesA UNIT HERE IS TWO DIFFERENT KINDS OF OBJECT: 45 single units and 104 multiunits, and every count in the paper is reported split rather than pooled
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senses[6]1.0the tagger's words
sensesand 'coherent' is a label produced by a threshold - a unit qualifies if any one of 59 frequency bins passes, and where two electrodes were available the one with more significant bins was kept
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senses[7]1.0the tagger's words
sensesTHEY TEST THEIR OWN PROPOSED MECHANISM AND IT FAILS: the beta to gamma phase difference looked like it could produce the dissociation, and the correlation is absent
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senses[8]1.0the tagger's words
alternativesclaim_type: existence
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a second reading DIFFERING from the recorded value. Recorded: mechanism — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.
alternatives.claim_typethe tagger's words
alternativesmethod: spike-field coherence and phase-binned mutual information between firing and choice, with the spike-count prediction regressed out to give an orthogonal information measure, and cross-frequency coupling between the three bands
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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.
alternatives.methodthe tagger's words
alternativesphenomenon: phase-of-firing coding: the same firing rate carries different amounts of information about a decision depending on the phase of the surrounding rhythm
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a second reading DIFFERING from the recorded value. Recorded: phase-dependent coding of choice in posterior parietal cortex — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.
alternatives.phenomenonthe tagger's words
claim_relationsbuilds-on → the body of evidence linking firing-rate information to ongoing population dynamics in cortex (refs 35, 40-48)
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claim_relations[0]the tagger's words
claim_relationsbuilds-on → recent accounts positing that beta and gamma activity reflect different network-level processes (refs 31, 49-52)
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claim_relations[1]the tagger's words
claim_relationsbuilds-on → previous reports on the impact of temporal structure on firing-rate encoding in primate cortex (refs 47, 48)
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claim_relations[2]the tagger's words
claim_relationsextends → work showing that coherently active parietal ensembles predict reaction times and movement choices better than incoherent neurons
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claim_relations[3]1.0the tagger's words
claim_relationssupports → primate visual cortex work in which gamma enhances selectivity around peak excitability
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claim_relations[4]1.0the tagger's words
claim_relationssupports → prefrontal working-memory work in which information about sequential objects arrives at different beta phases
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claim_relations[5]1.0the tagger's words
claim_relationssupports → the account in which gamma reflects local bottom-up processing and beta top-down linkage across a larger cortical scale
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claim_relations[6]1.0the tagger's words
claim_relationsqualifies → its own explanation of the beta dissociation, by testing the beta to gamma phase difference against it and finding no relationship
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differs in: THE AXIS IS THE REFERENCE RHYTHM. 'Beta-gamma phase-phase coupling could contribute to the temporal localization of the choice-MI with respect to the beta [rhythm].' The paper qualifies its own account by naming what the localisation is measured AGAINST - a self-qualification, which is the rarer and more careful use of this type. CORRECTED AT: the quote originally ended at 'could contribute to the temporal localization of the choice-MI' - THE HYPOTHESIS HALF OF THE SPAN. The paper then rejects it: 'However, we observed no correlation between the beta-gamma phase difference and the moment of the beta choice-MI phase histogram on a single-spike LFP level.' The target already said 'finding no relationship', so the row's prose was right and its EVIDENCE recorded the possibility rather than the finding. Widened through the reversal.
claim_relations[7]1.0the tagger's words
claim_relationsbuilds-on → the view that theta-band activity regulates activity on faster time scales
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claim_relations[8]0.9the tagger's words
concept_edgeschoice-MI —distinct-from→ spike count
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differs in: THE AXIS IS SYMMETRY AROUND THE PREFERRED PHASE. 'Quotation withheld.' Both quantities are measured against the same reference phase; only one is distributed evenly about it, which is what dissociates the information from the firing that carries it. · strength of the relation: 1 · note: THE RESULT: in the beta band the two histograms have significantly different moments, so information and firing peak at different times in the cycle
concept_edges[0]1.0the tagger's words
concept_edgesbeta activity —causes→ choice-MI
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strength of the relation: 1 · note: peak-to-trough modulation of 15.3 percent, with the information raised on the downswing and lowered on the upswing
concept_edges[1]1.0the tagger's words
concept_edgesgamma activity —causes→ choice-MI
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strength of the relation: 1 · note: AND HERE THEY COINCIDE: no difference between the moments of information and spike count, so the same rhythm behaves differently in the two bands
concept_edges[2]1.0the tagger's words
concept_edgesbeta activity —contrasted-with→ gamma activity
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strength of the relation: 1 · note: the entire claim is a comparison of two bands measured in the same spikes at the same time
concept_edges[3]1.0the tagger's words
concept_edgesspike count —distinct-from→ beta activity
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strength of the relation: 1 Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but beta activity 'independently correlated' with spike counts and choice encoding; distinct-from is loose.
concept_edges[4]1.0the tagger's words
concept_edgesstratifying —operationalised-as→ spike count
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strength of the relation: 1 · note: spikes in excess of the smallest bin are deleted at random and the estimate repeated a thousand times - data discarded on purpose to equalise the samples Audit 2026-09-28: DOUBTFUL - read against its span and kept, but spike counts were stratified per phase bin; operationalised-as is loose.
concept_edges[8]1.0the tagger's words
concept_edgesmutual information —operationalised-as→ movement choice
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strength of the relation: 1 · note: 101 of 149 units carried significant choice information in the firing rate before any phase is considered
concept_edges[12]1.0the tagger's words
concept_edgessingle units —distinct-from→ multiunits
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strength of the relation: 1 · note: 45 against 104, and every percentage in the paper is reported for the two classes separately instead of pooled
concept_edges[18]1.0the tagger's words
concept_edgessingle units —operationalised-as→ spike waveforms
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strength of the relation: 1 · note: k-means over-clustering in a three-dimensional feature space, manual merging, and acceptance only where the cluster stayed clear of the multiunit cloud for a whole 100 second window
concept_edges[19]1.0the tagger's words
concept_edgestheta activity —part-of→ temporal structure
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strength of the relation: 1 · note: three scales that respond differently to the same event: theta constant, beta down, gamma up
concept_edges[21]1.0the tagger's words
concept_edgesphase–phase coupling —distinct-from→ choice-MI
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differs in: NOT MIS-TYPED - I HAD READ ONLY THE FIRST TWO SENTENCES. The span raises the possibility and then rejects it: 'Beta-gamma phase-phase coupling COULD CONTRIBUTE to the temporal localization of the choice-MI ... HOWEVER, WE OBSERVED NO CORRELATION BETWEEN THE BETA-GAMMA PHASE DIFFERENCE AND THE MOMENT OF THE BETA CHOICE-MI PHASE HISTOGRAM ON A SINGLE-SPIKE LFP LEVEL.' THE AXIS IS WHETHER THE PHASE DIFFERENCE PREDICTS THE CHOICE-MI MOMENT, and the evidence for the distinction is a NULL - the polarity gap again, in a row I had queued for retraction. · strength of the relation: 1 · note: THEY TEST THEIR OWN PROPOSED MECHANISM AND IT FAILS: the beta to gamma phase difference looked like it could produce the dissociation, and the circular correlation is flat Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but NO CORRELATION was found between the beta-gamma phase difference and the choice-MI moment; distinct-from rests on a null result.
concept_edges[25]1.0the tagger's words
concept_edgeschoice-MI —distinct-from→ baseline epoch
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strength of the relation: 1 · note: the effect is absent before the targets appear and absent in coherent units that carry no choice information - two places it should not be, and is not
concept_edges[26]1.0the tagger's words
concept_edgestrigonometric moment —operationalised-as→ spike count
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strength of the relation: 1 · note: the spike histogram's moment is indistinguishable from its preferred phase, which is what makes it symmetric and the information histogram's asymmetry meaningful Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the trigonometric moment describes the temporal concentration OF spiking across phase bins; operationalised-as is loose.
concept_edges[28]1.0the tagger's words
concept_edgestemporal structure —causes→ decision
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strength of the relation: 1 · note: stated as a hypothesis before any measurement Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span states a hypothesis; causes states it as a finding.
concept_edges[34]1.0the tagger's words
content_tagsmutual information
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content_tags.statistics[0]the tagger's words
content_tagspermutation test
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content_tags.statistics[1]the tagger's words
content_tagsfalse discovery rate correction
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content_tags.statistics[2]the tagger's words
content_tagsfamilywise error correction
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content_tags.statistics[3]the tagger's words
content_tagsRayleigh test (circular uniformity)
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content_tags.statistics[4]the tagger's words
content_tagsWatson-Williams test
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content_tags.statistics[5]the tagger's words
content_tagsFisher's exact test
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content_tags.statistics[6]the tagger's words
content_tagscircular correlation
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content_tags.statistics[7]the tagger's words
content_tagslinear regression
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content_tags.statistics[8]the tagger's words
content_tagsbootstrap
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also in: bootstrap
content_tags.statistics[9]the tagger's words
content_tagsconfidence interval
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content_tags.statistics[10]the tagger's words
content_tagsmaximum likelihood estimation
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content_tags.statistics[11]the tagger's words
content_tagspsychometric function fitting
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content_tags.statistics[12]the tagger's words
content_tagsmultitaper spectral estimation
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content_tags.statistics[13]the tagger's words
content_tagsprincipal component analysis
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content_tags.statistics[14]the tagger's words
content_tagsk-means clustering
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content_tags.statistics[15]the tagger's words
content_tagsmutual information
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content_tags.statistics[16]1.0the tagger's words
content_tagspermutation tests
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content_tags.statistics[17]1.0the tagger's words
content_tagsRayleigh tests
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content_tags.statistics[18]1.0the tagger's words
content_tagsWatson–Williams tests
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content_tags.statistics[19]0.85the tagger's words
content_tagsFisher’s exact test
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content_tags.statistics[20]1.0the tagger's words
content_tagscircular correlation
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content_tags.statistics[21]0.85the tagger's words
content_tagsfalse-discovery rate
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content_tags.statistics[22]0.85the tagger's words
content_tagslinear regression
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content_tags.statistics[23]0.7the tagger's words
content_tagsMost recorded parietal units carried significant information about the animal's upcoming choice in their firing rate.
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content_tags.findings[0]the tagger's words
content_tagsHow much choice information a neuron's spiking carried depended on the phase of beta and gamma field activity, but not on theta phase.
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content_tags.findings[1]the tagger's words
content_tagsFor beta activity, choice information peaked at a different phase from spike count, on the downswing of the cycle.
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content_tags.findings[2]the tagger's words
content_tagsFor gamma activity, by contrast, choice information and spike count peaked at the same phase.
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content_tags.findings[3]the tagger's words
content_tagsOnce spike count was regressed out, gamma phase no longer modulated choice information, showing the gamma effect was not independent of excitability.
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content_tags.findings[4]the tagger's words
content_tagsGamma activity appeared more spatially local than theta or beta activity.
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content_tags.findings[5]the tagger's words
content_tagsThe three rhythms responded differently to the onset of the decision: theta unchanged, beta reduced, gamma enhanced.
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content_tags.findings[6]the tagger's words
content_tagsBeta activity sits at the hub of cross-frequency interactions, coupled to theta by PAC and to gamma by phase-phase coupling.
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content_tags.findings[7]the tagger's words
content_tags101 units (68%) carried significant choice information in their firing rate
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content_tags.findings[8]1.0the tagger's words
content_tagsspiking was coherent with the nearby field at three separate scales - theta, beta and gamma - which responded differently to the choice event
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content_tags.findings[9]1.0the tagger's words
content_tagsbeta coherence and power both fell during the choice epoch
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content_tags.findings[10]1.0the tagger's words
content_tagsgamma spike-field coherence, but not LFP power, rose during the choice epoch
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content_tags.findings[11]1.0the tagger's words
content_tagsunits coherent in one band were more often coherent in another than chance allows, across all three pairings
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content_tags.findings[12]1.0the tagger's words
content_tagspreferred phases clustered on the downswing and trough and did not shift between baseline and choice
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content_tags.findings[13]1.0the tagger's words
content_tagschoice information varied with beta and gamma phase but not with theta phase
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content_tags.findings[14]1.0the tagger's words
content_tagsand the same conclusion followed from a modulation entropy that makes fewer distributional assumptions
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content_tags.findings[15]1.0the tagger's words
content_tagsbeta spike counts were symmetric about the preferred phase, with a peak-to-trough modulation of 13.6 percent
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content_tags.findings[16]1.0the tagger's words
content_tagsTHE DISSOCIATION: beta choice information was asymmetric, peaked on the downswing, and its moment differed significantly from the spike count's
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content_tags.findings[17]1.0the tagger's words
content_tagsremoving the spike count's prediction left the beta information histogram still significantly modulated, so beta relates to firing and to encoding independently
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content_tags.findings[18]1.0the tagger's words
content_tagsin gamma the information and the spike count shared the same concentration, with no difference between their moments
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content_tags.findings[19]1.0the tagger's words
content_tagsAND THE SAME SUBTRACTION GIVES A NULL IN GAMMA: the orthogonal information was uniform across phase bins, so gamma's two correlations are not independent
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content_tags.findings[20]1.0the tagger's words
content_tagsthe moment of gamma choice information differed significantly from the moment of beta choice information
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content_tags.findings[21]1.0the tagger's words
content_tagsTHE ESTIMATOR'S OWN BIAS WOULD HAVE MADE THIS RESULT: information runs high at small samples and spike counts differ by phase bin, and the pattern survived equalising the spike counts
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content_tags.findings[22]1.0the tagger's words
content_tagsthe equalisation deletes spikes at random down to the smallest bin and repeats the estimate a thousand times
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content_tags.findings[23]1.0the tagger's words
content_tagsand each bin's probabilities are estimated over the lowest sample count across bins, with bootstrapped resampling to that size
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content_tags.findings[24]1.0the tagger's words
content_tagsTHE PRIMARY STATISTIC IS SAID TO BE BLIND TO SOMETHING: the resultant length assumes a single concentration across bins and cannot detect multimodal modulation
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content_tags.findings[25]1.0the tagger's words
content_tagsthe pattern held for each animal separately and for units split by coherence band, firing rate, sulcal bank and electrode separation
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content_tags.findings[26]1.0the tagger's words
content_tagsand it was absent in the baseline epoch and in coherent units without choice information
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content_tags.findings[27]1.0the tagger's words
content_tagstheta phase showed no relationship to choice information even among units selected for significant theta coherence
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content_tags.findings[28]1.0the tagger's words
content_tagscoherence above 20 Hz was stronger between closer electrode tips, which is read as gamma being more local than theta or beta
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content_tags.findings[29]1.0the tagger's words
content_tagsthe medial and lateral banks of the sulcus showed no difference in temporal structure
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content_tags.findings[30]1.0the tagger's words
content_tagstheta phase predicted beta and gamma amplitude, with the theta to beta coupling strongest
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content_tags.findings[31]1.0the tagger's words
content_tagsphase-phase coupling was strongest between beta and gamma, weaker between theta and beta, and absent between theta and gamma
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content_tags.findings[32]1.0the tagger's words
content_tagsTHEY TEST THEIR OWN EXPLANATION AND IT FAILS: the beta to gamma phase difference did not correlate with the beta information moment
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content_tags.findings[33]1.0the tagger's words
content_tagsbeta activity took a central role among three interrelated temporal modes, most prominently coupled to slower theta through PAC and to faster gamma through phase-phase coupling
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content_tags.findings[34]1.0the tagger's words
content_tagsA MIXED UNIT OF ANALYSIS: 149 units of which 45 are single units and 104 multiunits, with 186 field recordings alongside
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content_tags.findings[35]1.0the tagger's words
content_tagssingle-unit status required the cluster to stay clear of the multiunit cloud across a whole 100 second window
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content_tags.findings[36]1.0the tagger's words
content_tagsspikes and field phases were always taken from different electrodes
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content_tags.findings[37]1.0the tagger's words
content_tagstrial-locked evoked potentials were regressed out of every trial before analysis
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content_tags.findings[38]1.0the tagger's words
content_tagsthe family-wise correction was built against a named failure mode - a few large-effect frequencies dominating the maximum resample distribution and cutting its degrees of freedom
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content_tags.findings[39]1.0the tagger's words
content_tagsa unit counted as coherent if any one of the tested frequency bins passed
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content_tags.findings[40]1.0the tagger's words
content_tags16,123 trials from one monkey and 11,440 from the other entered the analysis
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content_tags.findings[41]1.0the tagger's words
content_tagsreward magnitudes for each shape held for 50 to 60 trials and then changed without warning
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content_tags.findings[42]1.0the tagger's words
content_tagscoherent unit
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also in: coherent unit
content_tags.definitions[0]the tagger's words
content_tagsorthogonal-MI
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also in: orthogonal-MI
content_tags.definitions[1]the tagger's words
content_tagsn:m phase-phase coupling
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.definitions[2]the tagger's words
content_tagsmodulation entropy
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content_tags.definitions[3]the tagger's words
content_tagsmutual information
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content_tags.definitions[4]1.0the tagger's words
content_tagsorthogonal-MI
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
also in: orthogonal-MI
content_tags.definitions[5]1.0the tagger's words
content_tagscoherent
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
also in: coherent
content_tags.definitions[6]1.0the tagger's words
content_tagsstratifying
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also in: stratifying
content_tags.definitions[7]1.0the tagger's words
content_tagssingle units
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
also in: single units
content_tags.definitions[8]1.0the tagger's words
content_tagsLFP phase bin
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
also in: LFP phase bin
content_tags.variables[0]the tagger's words
content_tagsmovement condition
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.variables[1]the tagger's words
content_tagsreward magnitude
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.variables[2]the tagger's words
content_tagsmutual information
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content_tags.variables[3]the tagger's words
content_tagsspike-field coherence
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content_tags.variables[4]the tagger's words
content_tagsspike counts
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
also in: spike counts
content_tags.variables[5]the tagger's words
content_tagstrial-locked evoked potentials
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.variables[6]the tagger's words
content_tagschoice-MI
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
also in: choice-MI
content_tags.variables[7]1.0the tagger's words
content_tagsspike count
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
also in: spike count
content_tags.variables[8]1.0the tagger's words
content_tagsSFC
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also in: SFC
content_tags.variables[9]1.0the tagger's words
content_tagsphase
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
also in: phase
content_tags.variables[10]1.0the tagger's words
content_tagstrigonometric moment
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.variables[11]1.0the tagger's words
content_tags149 units — total number of recorded parietal units analyzed across the two monkeys
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content_tags.quantities[0]the tagger's words
content_tags101 units (68%) — number and share of units with significant choice mutual information during the choice epoch
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content_tags.quantities[1]the tagger's words
content_tags13.6% / 6.6 spikes/s — peak-to-trough modulation of spike count by beta phase, and the equivalent firing-rate swing
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content_tags.quantities[2]the tagger's words
content_tags15.3% — peak-to-trough modulation of choice mutual information by beta phase
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content_tags.quantities[3]the tagger's words
content_tags6.2% — peak-to-trough modulation of spiking by gamma phase (about three spikes/s)
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content_tags.quantities[4]the tagger's words
content_tags12.3% — peak-to-trough modulation of choice mutual information by gamma phase
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content_tags.quantities[5]the tagger's words
content_tags16,123 trials (monkey C) and 11,440 trials (monkey R) — number of choice-task trials contributed by each animal
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content_tags.quantities[6]the tagger's words
content_tags1.07 mm vs. 2.86 mm — median electrode-tip separation of the near and far halves of recording pairs, used to test locality of the rhythms
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content_tags.quantities[7]the tagger's words
content_tagsr = −0.063, P = 0.55 — circular correlation between beta-gamma phase difference and the moment of the beta choice-MI histogram (no relationship)
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content_tags.quantities[8]the tagger's words
content_tags13.6% — peak-to-trough modulation of the spike count by beta phase, about 6.6 spikes per second
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content_tags.quantities[9]1.0the tagger's words
content_tags15.3% — peak-to-trough modulation of choice information by beta phase - a similar size to the spike modulation but at a different phase
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content_tags.quantities[10]1.0the tagger's words
content_tags12.3% — peak-to-trough modulation of choice information by gamma phase, against 6.2 percent for the spike count
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content_tags.quantities[11]1.0the tagger's words
content_tagsP = 0.30 — the gamma orthogonal-information null - the result that says gamma's two effects are not separable
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content_tags.quantities[12]1.0the tagger's words
content_tagsr = −0.063 — the correlation between the beta-gamma phase difference and the moment of the beta choice-MI phase histogram, testing whether that coupling could contribute to the temporal localization of the choice-MI
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content_tags.quantities[13]1.0the tagger's words
content_tags149 units — 45 single units and 104 multiunits from two monkeys, with 186 simultaneous field recordings
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content_tags.quantities[14]1.0the tagger's words
content_tags101 units (68%) — units with significant choice information in the firing rate
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.quantities[15]1.0the tagger's words
content_tags16,123 trials — trials from monkey C, against 11,440 from monkey R
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content_tags.quantities[16]1.0the tagger's words

Interpretive choices

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