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dc.contributor.authorMaex, Reinoud
dc.date.accessioned2018-08-16T00:15:23Z
dc.date.available2018-08-16T00:15:23Z
dc.date.issued2018-05-01
dc.identifier.citationMaex , R 2018 , ' An Interneuron Circuit Reproducing Essential Spectral Features of Field Potentials ' , Neural Computation , vol. 30 , no. 5 , pp. 1296-1322 . https://doi.org/10.1162/NECO_a_01068
dc.identifier.issn0899-7667
dc.identifier.urihttp://hdl.handle.net/2299/20417
dc.descriptionThis document is the Accepted Manuscript version of the following article: Reinoud Maex, ‘An Interneuron Circuit Reproducing Essential Spectral Features of Field Potentials’, Neural Computation, March 2018. Under embargo until 22 June 2018. The final, definitive version of this paper is available online at doi: https://doi.org/10.1162/NECO_a_01068. © 2018 Massachusetts Institute of Technology. Content in the UH Research Archive is made available for personal research, educational, and non-commercial purposes only. Unless otherwise stated, all content is protected by copyright, and in the absence of an open license, permissions for further re-use should be sought from the publisher, the author, or other copyright holder.
dc.description.abstractRecent advances in engineering and signal processing have renewed the interest in invasive and surface brain recordings, yet many features of cortical field potentials remain incompletely understood. In the present computational study, we show that a model circuit of interneurons, coupled via both GABA(A) receptor synapses and electrical synapses, reproduces many essential features of the power spectrum of local field potential (LFP) recordings, such as 1/f power scaling at low frequency (< 10 Hz) , power accumulation in the γ-frequency band (30–100 Hz), and a robust α rhythm in the absence of stimulation. The low-frequency 1/f power scaling depends on strong reciprocal inhibition, whereas the α rhythm is generated by electrical coupling of intrinsically active neurons. As in previous studies, the γ power arises through the amplifica- tion of single-neuron spectral properties, owing to the refractory period, by parameters that favour neuronal synchrony, such as delayed inhibition. The present study also confirms that both synaptic and voltage-gated membrane currents substantially contribute to the LFP, and that high-frequency signals such as action potentials quickly taper off with distance. Given the ubiquity of electrically coupled interneuron circuits in the mammalian brain, they may be major determinants of the recorded potentials.en
dc.format.extent27
dc.format.extent4095834
dc.language.isoeng
dc.relation.ispartofNeural Computation
dc.subjectlocal field potentials
dc.subjectEEG
dc.subjectMEG
dc.subjectpower spectrum
dc.subject1/f scaling
dc.subjectα rhythm
dc.subjectγ power
dc.subjectArts and Humanities (miscellaneous)
dc.subjectCognitive Neuroscience
dc.titleAn Interneuron Circuit Reproducing Essential Spectral Features of Field Potentialsen
dc.contributor.institutionSchool of Computer Science
dc.contributor.institutionBiocomputation Research Group
dc.description.statusPeer reviewed
dc.date.embargoedUntil2018-06-22
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85048665877&partnerID=8YFLogxK
rioxxterms.versionofrecord10.1162/NECO_a_01068
rioxxterms.typeJournal Article/Review
herts.preservation.rarelyaccessedtrue


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