The DOI matches its Crossref record; 65 of the 65 references it cites were found in a registry or an index.
Balanced Excitation and Inhibition Determine Spike Timing during Frequency Adaptation
Open accessAbstract
In layer 4 (L4) of the rat barrel cortex, a single whisker deflection evokes a stereotyped sequence of excitation followed by inhibition, hypothesized to result in a narrow temporal window for spike output. However, awake rats sweep their whiskers across objects, activating the cortex at frequencies known to induce short-term depression at both excitatory and inhibitory synapses within L4. Although periodic whisker deflection causes a frequency-dependent reduction of the cortical response magnitude, whether this adaptation involves changes in the relative balance of excitation and inhibition and how these changes might impact the proposed narrow window of spike timing in L4 is unknown. Here, we demonstrate for the first time that spike output in L4 is determined precisely by the dynamic interaction of excitatory and inhibitory conductances. Furthermore, we show that periodic whisker deflection results in balanced adaptation of the magnitude and timing of excitatory and inhibitory input to L4 neurons. This balanced adaptation mediates a reduction in spike output while preserving the narrow time window of spike generation, suggesting that L4 circuits are calibrated to maintain relative levels of excitation and inhibition across varying magnitudes of input.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“For example, PV+ FS interneurons receive strong thalamic inputs16–20 while SOM+ non-FS interneurons receive weaker thalamic inputs21,22.”
From Layer 4 of mouse neocortex differs in cell types and circuit organization between sensory areas (2019) · cites this paper as [18]
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
The NEURON Simulation Environment
Hines, M. L., & Carnevale, N. T. (1997) · Neural Computation · doi:10.1162/neco.1997.9.6.1179 · Cited by 2,630
Koch, C. (1998) · Oxford University Press eBooks · doi:10.1093/oso/9780195104912.001.0001 · Cited by 2,306
Reliability of spike timing in neocortical neurons
Mainen, Z. F., & Sejnowski, T. J. (1995) · Science · doi:10.1126/science.7770778 · Cited by 1,950
Synaptic depression and cortical gain control
Abbott, L. F., Varela, J. A., Sen, K., & Nelson, S. B. (1997) · Science · doi:10.1126/science.275.5297.221 · Cited by 1,690
Balanced inhibition underlies tuning and sharpens spike timing in auditory cortex
Wehr, M., & Zador, A. M. (2003) · Nature · doi:10.1038/nature02116 · Cited by 1,413
Two networks of electrically coupled inhibitory neurons in neocortex
Gibson, J. R., Beierlein, M., & Connors, B. W. (1999) · Nature · doi:10.1038/47035 · Cited by 1,404
Enforcement of Temporal Fidelity in Pyramidal Cells by Somatic Feed-Forward Inhibition
Pouille, F., & Scanziani, M. (2001) · Science · doi:10.1126/science.1060342 · Cited by 1,097
Turning on and off recurrent balanced cortical activity
Shu, Y., Hasenstaub, A., & McCormick, D. A. (2003) · Nature · doi:10.1038/nature01616 · Cited by 1,054
Biometric analyses of vibrissal tactile discrimination in the rat
Carvell, G. E., & Simons, D. (1990) · Journal of Neuroscience · doi:10.1523/jneurosci.10-08-02638.1990 · Cited by 870
Analysis of Sniffing of the Albino Rat 1)
Welker, W. (1964) · Behaviour · doi:10.1163/156853964x00030 · Cited by 845
Cited by
Sorted by citations
GABAergic Interneurons in the Neocortex: From Cellular Properties to Circuits
Tremblay, R., Lee, S., & Rudy, B. (2016) · Neuron · doi:10.1016/j.neuron.2016.06.033 · Cited by 2,033
“, 2003; Wilent and Contreras, 2005) and producing cortical responses that more precisely represent the timing of sensory input (Gabernet et al., 2005; Higley and Contreras, 2006).”
How Inhibition Shapes Cortical Activity
Isaacson, J. S., & Scanziani, M. (2011) · Neuron · doi:10.1016/j.neuron.2011.09.027 · Cited by 1,678
Acetylcholine as a Neuromodulator: Cholinergic Signaling Shapes Nervous System Function and Behavior
Picciotto, M. R., Higley, M. J., & Mineur, Y. S. (2012) · Neuron · doi:10.1016/j.neuron.2012.08.036 · Cited by 1,404
Self-citationIntegrated Brain Circuits: Astrocytic Networks Modulate Neuronal Activity and Behavior
Halassa, M. M., & Haydon, P. G. (2010) · Annual Review of Physiology · doi:10.1146/annurev-physiol-021909-135843 · Cited by 763
Synaptic basis for intense thalamocortical activation of feedforward inhibitory cells in neocortex
Cruikshank, S. J., Lewis, T. J., & Connors, B. W. (2007) · Nature Neuroscience · doi:10.1038/nn1861 · Cited by 558
Metadata
- Authors
- Higley, M. J., & Contreras, D.
- Affiliations
- University of Pennsylvania (US)
- Corresponding author
- Contreras, Diego
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2006-01-11
- Volume
- 26
- Issue
- 2
- Pages
- 448-457
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6674406
- OpenAlex
- W2040663063
- Cited by
- 270
- References
- 65
- Citations by year
- 2026: 4 · 2025: 7 · 2024: 8 · 2023: 4 · 2022: 6 · 2021: 7 · 2020: 15 · 2019: 16 · 2018: 10 · 2017: 16 · 2016: 21 · 2015: 17 · 2014: 19 · 2013: 13 · 2012: 19
- FWCI
- 9.23
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Keywords
- excitation-inhibition balance, spike timing, frequency adaptation, short-term depression, layer 4, barrel cortex, whisker deflection
- MeSH terms
- Action Potentials, Adaptation, Physiological, Animals, Male, Synaptic Transmission, Neurons, Reaction Time, Somatosensory Cortex, Touch, Vibrissae, Rats, Sprague-Dawley, Patch-Clamp Techniques, Excitatory Postsynaptic Potentials, Rats
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review