Spatially Distributed Local Fields in the Hippocampus Encode Rat Position

Agarwal, Stevenson, Berényi, Mizuseki, Buzsáki, Sommer · Science · 2014 · neuroscience · 10.1126/science.1250444 · record Agarwal2014-spatially-distributed-local-fields-in-the-hi
tag layer · index · concepts · authors · עברית
Where this record's text came from. faceted 2026-08 by reading the locally held text (xml); every evidence string verified as an exact substring of that text before merging. The article text is a Science report with numeric citations only, so no claim relation names a prior author; both relations recorded here use explicit relational wording ("Building on earlier work", "We tested this prediction") but their targets can only be identified by reference number. The paper states no limitation of its own study in a dedicated way; the one recorded is the noise dependence found in its own simulation. It also calls electrode pooling "An often-assumed limitation of the LFP", but presents that as a general property it overcomes, not as a limit of this study, so it was not recorded as a limitation. 2026-08-12, 2026-08-15 and 2026-08-25 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.
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Other fields define these differently the same word, defined another way in another discipline
principal component analysis 5 fields · cross-validation 3 fields · spikes 2 fields · variance 2 fields

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 10 concept tags on this paper, all 10 are 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.
local field potential spikes theta rhythm carrier wave demodulation place cells feature-tuned field potentials compressed sensing independent component analysis phase precession Because hippocampal place cells are not topographically arranged, any one electrode pools dissimilarly tuned neurons and therefore shows only weak place modulation, which is why the code appears only across many sites During movement the population is driven by a single sparse cause - current position - so unsupervised source separation can recover that cause from mixed, subsampled field-potential measurements The theta LFP inherits position information because it is generated mainly by the membrane potential fluctuations of the place cell population itself the theta rhythm is treated as a radio carrier wave, and position is recovered by demodulating it - stripping the carrier phase to leave a spatial pattern the LFP carries place information because it is generated by the membrane potentials of the place-cell population itself position is a single sparse cause driving the whole population, which is why an unsupervised method can recover it without being told where the rat is place fields sparse coding hippocampus feature-tuned field potentials (FFPs) theta oscillation action potentials local field potentials position of the rat trial-by-trial variability of neuronal activity principal component analysis independent component analysis (ICA) cross-validation cross-validated accuracy median median error linear estimator (linear decoding) optimal linear estimator (OLE) Bayesian estimation Whitening and Bayesian decoding methods sparse coding (unsupervised dictionary learning) convolutional sparse coding algorithm principal-component-analysis variance electrophysiology

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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
conceptconceptsan idea the paper works with, quoted where the paper uses 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
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transfertransfersa method or concept carried in from another field

The paper

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alternatives 1 · claim_relations 4 · claim_type 1 · concept_edges 5 · concepts 10 · content_tags 43 · contribution 1 · controls 1 · limitations 5 · mechanisms 6 · method 1 · object_of_study 1 · phenomenon 1 · research_question 1 · senses 3 · 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 5 relations here carry that mark. The rest are the tagger’s reading of the sentence quoted beside them.

facettagfieldconf.whose words
object_of_studyThe hippocampal local field potential in freely moving rats, and whether the animal's position can be read out of it.
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object_of_studythe paper's words
research_questionIf no single electrode's field potential is tuned to place, can position nevertheless be recovered from many electrodes at once?
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research_questionthe paper's words
contributionShows the spatiotemporal structure of the theta rhythm encodes position about as well as spiking populations do, and introduces feature-tuned field potentials as the LFP counterpart of place cells.
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contributionthe paper's words
claim_typeexistence
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claim_typethe paper's words
phenomenonspatial position coding in hippocampal local field potentials
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phenomenonthe paper's words
methodelectrophysiology
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methodthe paper's words
mechanismsmechanisms
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mechanisms[0]the tagger's words
mechanismsmechanisms
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mechanisms[1]the tagger's words
mechanismsmechanisms
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mechanisms[2]the tagger's words
mechanismsmechanisms
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mechanisms[3]1.0the tagger's words
mechanismsmechanisms
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duplicate of: mechanisms[2]
mechanisms[4]0.9the tagger's words
mechanismsmechanisms
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mechanisms[5]1.0the tagger's words
limitationsThe unsupervised (ICA) discovery of position-tuned field-potential features degrades as trial-by-trial neuronal variability grows: fewer components are recovered from noisy populations.
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what this limits: the number of position-tuned components recovered: AS THE TRIAL-BY-TRIAL VARIABILITY OF NEURONAL ACTIVITY WAS INCREASED, ICA IDENTIFIED A DECREASING NUMBER OF FFPs
limitations[0]the tagger's words
limitationsEach electrode pools a large, non-topographically-ordered population, so any single site is only weakly place-modulated.
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what this limits: any single-site interpretation of the field potential: EACH ELECTRODE SUBSAMPLES (POOLS) THE ACTIVITY OF A LARGE POPULATION OF NEURONS
limitations[1]1.0the tagger's words
limitationsThe method degrades with neuronal variability: noisier populations yield fewer recoverable components.
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duplicate of: limitations[0] · what this limits: the same scope as limitations[0] - the component count is partly a measure of the noise
limitations[2]1.0the tagger's words
limitationsRecovered component width is bounded by the tuning width of the underlying population, so the readout cannot be sharper than what generates it.
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what this limits: the spatial resolution of the readout: FOR NOISY POPULATIONS, FFP WIDTH INCREASED IN PROPORTION TO, BUT NEVER EXCEEDED, THE TUNING WIDTH OF THE UNDERLYING POPULATION'S PLACE FIELDS
limitations[3]1.0the tagger's words
limitationsThe mechanistic account of how FFPs relate to neuronal populations rests on a simulation, not on measurement.
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what this limits: the mechanistic account linking components to populations: A SIMULATION WAS CONSTRUCTED IN WHICH THE LFP WAS MODELED AS THE SUPERIMPOSED ACTIVITY GENERATED BY NUMEROUS PLACE-MODULATED SYNAPTIC INPUTS
limitations[4]0.9the tagger's words
transfersThe carrier-wave and demodulation model: theta is treated as a carrier whose modulation carries the message, and the analysis strips the carrier phase to read that message out
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transfers[0]the tagger's words
transfersThe compressed-sensing result that sparse signals can be recovered from mixed, subsampled measurements, used to justify recovering position from pooled field potentials by unsupervised learning
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transfers[1]the tagger's words
transfersthe carrier-and-modulation model of a signal, and the demodulation operation that recovers the message from it, applied to a brain rhythm
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transfers[2]1.0the tagger's words
transfersthe result that a sparse signal is recoverable from mixed and subsampled measurements, used to justify reading position out of pooled field potentials
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duplicate of: transfers[1]
transfers[3]1.0the tagger's words
controlsthe LFP decoder benchmarked against established spike-based decoding on the same data, both cross-validated
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eliminates: a decoding accuracy with no reference point - the spike decoder is what the field already trusts, and the comparison is made on the same recordings with the same validation · outcome (stated by the tagger, no quotation): held
controls[0]0.85the tagger's words
conceptslocal field potential
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concepts[0]1.0the paper's words
conceptsspikes
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also in: spikes
concepts[1]1.0the paper's words
conceptstheta rhythm
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also in: theta rhythm
concepts[2]1.0the paper's words
conceptscarrier wave
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also in: carrier wave
concepts[3]1.0the paper's words
conceptsdemodulation
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also in: demodulation
concepts[4]1.0the paper's words
conceptsplace cells
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also in: place cells
concepts[5]1.0the paper's words
conceptsfeature-tuned field potentials
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concepts[6]1.0the paper's words
conceptscompressed sensing
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concepts[7]1.0the paper's words
conceptsindependent component analysis
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concepts[8]1.0the paper's words
conceptsphase precession
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concepts[9]1.0the paper's words
sensescarrier - in radio communication, the steady wave whose modulation carries the message; used here for the hippocampal theta oscillation
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senses[0]1.0the tagger's words
sensescode - a distributed population code, where information is in the pattern across many sites rather than in any one of them
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senses[1]1.0the tagger's words
sensessparse - in the compressed-sensing sense: few active causes, which is what makes unsupervised recovery possible
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senses[2]1.0the tagger's words
alternativesphenomenon: distributed encoding of spatial position in the hippocampal local field potential
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a second reading DIFFERING from the recorded value. Recorded: spatial position coding in hippocampal local field potentials — 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 → earlier large-scale LFP recording work, cited only as reference 25
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claim_relations[0]the tagger's words
claim_relationsbuilds-on → the compressed-sensing theoretical result cited as reference 14 (with compressed sensing, reference 15)
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claim_relations[1]the tagger's words
claim_relationscontradicts → the assumption that pooling across a non-topographic population destroys the information in an LFP
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claim_relations[2]0.9the tagger's words
claim_relationsbuilds-on → the theta-phase precession literature on place cell spikes ( 19 )
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claim_relations[3]1.0the tagger's words
concept_edgestheta rhythm —renamed-across-fields→ carrier wave
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strength of the relation: 1
concept_edges[0]the tagger's words
concept_edgeslocal field potential —distinct-from→ spikes
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strength of the relation: 1
concept_edges[1]the tagger's words
concept_edgesplace cells —causes→ local field potential
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strength of the relation: 0.9
concept_edges[2]the tagger's words
concept_edgesfeature-tuned field potentials —contrasted-with→ place cells
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differs in: THE AXIS IS HOW MANY FIELDS EACH UNIT HAS. 'Quotation withheld.' The consequence is stated too: the field count is what makes the two populations separable, so the axis is also the reason the contrast matters. · strength of the relation: 1 Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the span writes 'FFPs' and 'pyramidal cells ... place fields', not 'place cells'.
concept_edges[3]the tagger's words
concept_edgestheta rhythm —part-of→ local field potential
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strength of the relation: 1
concept_edges[4]the tagger's words
content_tagsprincipal component analysis
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content_tags.statistics[0]the tagger's words
content_tagsindependent component analysis
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content_tags.statistics[1]the tagger's words
content_tagscross-validation
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content_tags.statistics[2]the tagger's words
content_tagsmedian
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also in: median
content_tags.statistics[3]the tagger's words
content_tagslinear estimator (linear decoding)
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content_tags.statistics[4]the tagger's words
content_tagsBayesian estimation
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content_tags.statistics[5]the tagger's words
content_tagssparse coding (unsupervised dictionary learning)
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content_tags.statistics[6]the tagger's words
content_tagsmedian
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also in: median
content_tags.statistics[7]1.0the tagger's words
content_tagsprincipal-component-analysis
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content_tags.statistics[8]1.0the tagger's words
content_tagsvariance
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also in: variance
content_tags.statistics[9]1.0the tagger's words
content_tagsThe spatiotemporal structure of the hippocampal theta rhythm, sampled across many electrodes, encodes the rat's position about as well as populations of spiking neurons do.
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content_tags.findings[0]the tagger's words
content_tagsDecoding accuracy from field potentials matched that from spikes, with a slightly smaller median error, though the two decoders depended differently on running velocity and position.
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content_tags.findings[1]the tagger's words
content_tagsSuccessful decoding required both removing the theta carrier phase and keeping the signal's high dimensionality, even though most of its variance lay in a low-dimensional subspace.
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content_tags.findings[2]the tagger's words
content_tagsUnsupervised decomposition of the theta-band field potential recovered components that fire selectively at particular track positions and carry most of the signal variance.
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content_tags.findings[3]the tagger's words
content_tagsEach FFP's phase advanced progressively as the animal crossed its field, mirroring theta phase precession of place cell spikes.
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content_tags.findings[4]the tagger's words
content_tagsFFPs covered the track more evenly than pyramidal cell place fields did, which matched the relative accuracy of the two decoders.
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content_tags.findings[5]the tagger's words
content_tagsPosition could still be decoded and FFPs identified from dendritic-layer sites, excluding the somatic layers where spikes were detected.
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content_tags.findings[6]the tagger's words
content_tagsA different, broadband sparse-coding analysis recovered position-tuned components spread along the whole track, matching the theta-band result.
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content_tags.findings[7]the tagger's words
content_tagsIn simulation, for noisy populations FFP width grew in proportion to, but never exceeded, the tuning width of the underlying place fields.
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content_tags.findings[8]the tagger's words
content_tagsPosition decoded from the LFP is about as accurate as position decoded from spikes - median error 6.7 cm against 9.2 cm.
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content_tags.findings[9]1.0the tagger's words
content_tagsA subset of the decomposed components, termed FFPs, is selectively active at specific track positions along one running direction.
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content_tags.findings[10]1.0the tagger's words
content_tagsThese components carry most of the signal - 53 to 79% of total variance across three rats.
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content_tags.findings[11]1.0the tagger's words
content_tagsThe ICA-derived FFPs show several place-cell-like properties: smooth, localized place fields, phase precession and considerable trial-by-trial variability.
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content_tags.findings[12]1.0the tagger's words
content_tagsfeature-tuned field potentials (FFPs)
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content_tags.definitions[0]the tagger's words
content_tagstheta oscillation
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content_tags.definitions[1]the tagger's words
content_tagsplace cells
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also in: place cells
content_tags.definitions[2]the tagger's words
content_tagsfeature-tuned field potentials (FFPs)
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content_tags.definitions[4]1.0the tagger's words
content_tagsaction potentials
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content_tags.definitions[6]1.0the tagger's words
content_tagslocal field potentials
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content_tags.definitions[7]1.0the tagger's words
content_tagsposition of the rat
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content_tags.variables[0]the tagger's words
content_tagstrial-by-trial variability of neuronal activity
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content_tags.variables[3]the tagger's words
content_tags6.7 ± 0.2 cm (LFP) and 9.2 ± 0.2 cm (spiking) — Median position-decoding error from field potentials versus from spikes
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content_tags.quantities[0]the tagger's words
content_tags53%, 69%, and 79% — Share of total signal variance carried by the position-tuned components in each of three rats
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content_tags.quantities[1]the tagger's words
content_tags8 to 9 Hz — Frequency of the hippocampal theta oscillation that carries the position code
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content_tags.quantities[2]the tagger's words
content_tags4 to 80 Hz — Band of the broadband LFP analysed with sparse coding
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content_tags.quantities[3]the tagger's words
content_tags~50 — Number of FFPs recovered from two 256-electrode arrays that together covered the whole T maze
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content_tags.quantities[4]the tagger's words
content_tags32-, 64-, or 256-site — Channel counts of the silicon probes implanted in the hippocampus
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content_tags.quantities[5]the tagger's words
content_tags10-s — Delay period in the waiting area during the T-maze spatial alternation task
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content_tags.quantities[6]the tagger's words
content_tags6.7 ± 0.2 cm (LFP) vs 9.2 ± 0.2 cm (spiking) — median position decoding error, the paper's headline comparison
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content_tags.quantities[7]1.0the tagger's words
content_tags8 to 9 Hz — frequency of the hippocampal theta rhythm treated as the carrier
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content_tags.quantities[8]1.0the tagger's words
content_tags53%, 69%, 79% — share of total LFP variance carried by the position-tuned components, per rat
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content_tags.quantities[9]1.0the tagger's words
content_tags~50 FFPs — number of position-tuned components recovered from two 256-electrode arrays in the T maze
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content_tags.quantities[10]1.0the tagger's words
content_tags32-, 64-, or 256-site probes — recording density
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content_tags.quantities[11]1.0the tagger's words

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