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Dimensional reduction of emergent spatiotemporal cortical dynamics via a maximum entropy moment closure

Yuxiu Shao, Jiwei Zhang, Louis Tao, Ernest Montbrió
<span title="2020-06-09">2020</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ch57atmlprauhhbqdf7x4ytejm" style="color: black;">PLoS Computational Biology</a> </i> &nbsp;
Here we apply a recently developed coarse-graining framework for reduced-dimensional descriptions of neuronal networks to model visual cortical dynamics.  ...  We show that, without introducing any new parameters, how a sequence of models culminating in an augmented system of spatially-coupled ODEs can effectively model a wide range of the observed cortical dynamics  ...  Acknowledgments We thank Dajun Xing and Yuhan Chen for discussions. Author Contributions Conceptualization: Yuxiu Shao, Jiwei Zhang, Louis Tao.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pcbi.1007265">doi:10.1371/journal.pcbi.1007265</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32516336">pmid:32516336</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dfci7d4mzbhxfjoeocbsqmoboa">fatcat:dfci7d4mzbhxfjoeocbsqmoboa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200610090246/https://journals.plos.org/ploscompbiol/article/file?id=10.1371%2Fjournal.pcbi.1007265&amp;type=printable" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/37/5c/375cd3ebbd82ac62c1944e756aff725148e32b9f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pcbi.1007265"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a>

Dimensional Reduction of Emergent Spatiotemporal Cortical Dynamics via a Maximum Entropy Moment Closure [article]

Yuxiu Shao, Jiwei Zhang, Louis Tao
<span title="2019-07-15">2019</span> <i title="Cold Spring Harbor Laboratory"> bioRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Here we apply a recently developed coarse-graining framework for reduced-dimensional descriptions of neuronal networks to model visual cortical dynamics.  ...  We show that, without introducing any new parameters, how a sequence of models culminating in an augmented system of spatially-coupled ODEs can effectively model a wide range of the observed cortical dynamics  ...  a maximum entropy closure, resulted in an augmented ODE system.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/703207">doi:10.1101/703207</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i2jwt3x4frf4rli6ggczkxlv6i">fatcat:i2jwt3x4frf4rli6ggczkxlv6i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200325045118/https://www.biorxiv.org/content/biorxiv/early/2019/07/15/703207.full.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/48/a9/48a95f4e48ef0b58e4351280bc6a3f311500e02a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/703207"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> biorxiv.org </button> </a>

Next generation neural mass models [article]

Stephen Coombes, Áine Byrne
<span title="2016-11-07">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Neural mass models have been actively used since the 1970s to model the coarse grained activity of large populations of neurons and synapses.  ...  We show that the inclusion of a more realistic synapse model leads to a mean-field model that has many of the features of a neural mass model coupled to a further dynamical equation that describes the  ...  SC was supported by the European Commission through the FP7 Marie Curie Initial Training Network 289146, NETT: Neural Engineering Transformative Technologies.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1607.06251v2">arXiv:1607.06251v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6h6p47sa7rdhbnqyyro3xsci5q">fatcat:6h6p47sa7rdhbnqyyro3xsci5q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200902090437/https://arxiv.org/pdf/1607.06251v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/13/5f/135f236d9eb593827b4ec8460686b0e90b0e7ead.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1607.06251v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Neuronal synchrony: Peculiarity and generality

Thomas Nowotny, Ramon Huerta, Mikhail I. Rabinovich
<span title="">2008</span> <i title="AIP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jh7idzebgzcuffjreetqux4374" style="color: black;">Chaos</a> </i> &nbsp;
The effectiveness of the coarse grain approach for understanding the bifurcation of a complex neuronal system has also been proven to be useful in neuronal fields. 81 A neuronal field is described by  ...  These time scales produce a rich and complicated behavior that requires a coarse grained interpretation of the whole system to comprehend it.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1063/1.2949925">doi:10.1063/1.2949925</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19045493">pmid:19045493</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC2688816/">pmcid:PMC2688816</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pkjtennqmjabzd4zxpmkxxjana">fatcat:pkjtennqmjabzd4zxpmkxxjana</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808175151/http://sro.sussex.ac.uk/2235/1/Nowotny.etal.Chaos2008.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cb/08/cb087095a3027f9a638f76d92b1c5f89880a2b8c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1063/1.2949925"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2688816" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Mathematical Frameworks for Oscillatory Network Dynamics in Neuroscience

Peter Ashwin, Stephen Coombes, Rachel Nicks
<span title="2016-01-06">2016</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3socpf5325amnecfiko5mipte4" style="color: black;">Journal of Mathematical Neuroscience</a> </i> &nbsp;
practical framework for further successful applications of mathematics to understanding network dynamics in neuroscience.  ...  In this review we present a set of mathematical tools that are suitable for addressing the dynamics of oscillatory neural networks, broadening from a standard phase oscillator perspective to provide a  ...  Acknowledgements We would like to thank many people for commenting on draft versions of the manuscript, in particular Chris Bick, Áine Byrne, Kurtis Gibson, Diego Pázo, Mason Porter and Kyle Wedgwood.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s13408-015-0033-6">doi:10.1186/s13408-015-0033-6</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26739133">pmid:26739133</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4703605/">pmcid:PMC4703605</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/m2sisazz2ndqvb76b23kivib7m">fatcat:m2sisazz2ndqvb76b23kivib7m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921214005/https://mathematical-neuroscience.springeropen.com/track/pdf/10.1186/s13408-015-0033-6?site=mathematical-neuroscience.springeropen.com" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/32/03/3203c1c18056770bd2d553a447fe6031ecff2b73.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s13408-015-0033-6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4703605" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Metastable dynamics of neural circuits and networks [article]

Braden A.W. Brinkman, Han Yan, Arianna Maffei, Il Memming Park, Alfredo Fontanini, Jin Wang, Giancarlo La Camera
<span title="2021-10-08">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Cortical neurons emit seemingly erratic trains of action potentials, or "spikes", and neural network dynamics emerge from the coordinated spiking activity within neural circuits.  ...  These approaches include: (i) a theoretical framework based on non-equilibrium statistical physics for network dynamics; (ii) statistical approaches to extract information about metastable states from  ...  Acknowledgments The authors wish to thank Tianshu Li for preparing Figure 1 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.03025v2">arXiv:2110.03025v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fzzryumjjrc2royxs22uf2ylxu">fatcat:fzzryumjjrc2royxs22uf2ylxu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211014153446/https://arxiv.org/pdf/2110.03025v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d7/31/d731fbc0907395fc55c91c5ec50c190456591994.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.03025v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Next generation neural mass and field modelling

Áine Byrne, Reuben O'Dea, Michael Forrester, James Ross, Stephen Coombes
<span title="2019-11-27">2019</span> <i title="American Physiological Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nr2f6gixzrgdlloxlemhfdztdi" style="color: black;">Journal of Neurophysiology</a> </i> &nbsp;
This \textit{derived} mean field model provides a dynamic description for the evolution of synchrony, as measured by the Kuramoto order parameter, in a large population of quadratic integrate-and-fire  ...  As in the original Wilson--Cowan framework, the population firing rate is at the heart of our new model; however, in a significant departure from the sigmoidal firing rate function approach, the population  ...  The coupling Eqs. 2 and 4) and simulation of 500 coupled quadratic integrate-and-fire neurons (red; Eq. 7). A: phase plane of the Kuramoto order parameter Z ϭ R e i⌿ , with magnitude R and phase ⌿.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1152/jn.00406.2019">doi:10.1152/jn.00406.2019</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31774370">pmid:31774370</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5wvs2fmhynh2zlntbiozmyyoiq">fatcat:5wvs2fmhynh2zlntbiozmyyoiq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428061822/https://journals.physiology.org/doi/pdf/10.1152/jn.00406.2019" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/63/b3/63b3fdc2793223120a980365bdcdb7c308260a6f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1152/jn.00406.2019"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

28th Annual Computational Neuroscience Meeting: CNS*2019

<span title="">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hus553nnwfhsbi2wiivfjdwxru" style="color: black;">BMC Neuroscience</a> </i> &nbsp;
The first one consisted of using the neuron oscillations to drive the robot directly, for example moving the legs when a specific neuron fires.  ...  Activity from both the LP and PD neurons of the stomatogastric ganglion of a crab was recorded using intracellular electrodes and sent to a computer through a DAQ device.  ...  Here we present a theoretical framework for the temporal correlations of spike trains in networks of integrate-and-fire neurons.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12868-019-0538-0">doi:10.1186/s12868-019-0538-0</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3pt5qvsh45awzbpwhqwbzrg4su">fatcat:3pt5qvsh45awzbpwhqwbzrg4su</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107005919/https://uhra.herts.ac.uk/bitstream/handle/2299/22787/s12868_019_0538_0.pdf;jsessionid=1B222DC73DEB28942527CDE365999A35?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12868-019-0538-0"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

29th Annual Computational Neuroscience Meeting: CNS*2020

<span title="2020-12-21">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hus553nnwfhsbi2wiivfjdwxru" style="color: black;">BMC Neuroscience</a> </i> &nbsp;
Deep RL offers a rich framework for studying the interplay among learning, representation and decision-making, offering to the brain sciences a new set of research tools and a wide range of novel hypotheses  ...  I'll provide a high-level introduction to deep RL, discuss some recent neuroscience-oriented investigations from my group at DeepMind, and survey some wider implications for research on brain and behavior  ...  Institute (Challenge grants to SJ), the Research Corporation for Science Advancement (a Cottrell SEED Award to TV), and the German Research Foundation (DFG grant #ME 1535/7-1 to RM), and the Foundation  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12868-020-00593-1">doi:10.1186/s12868-020-00593-1</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33342424">pmid:33342424</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/edosycf35zfifm552a2aogis7a">fatcat:edosycf35zfifm552a2aogis7a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201223213135/https://bmcneurosci.biomedcentral.com/track/pdf/10.1186/s12868-020-00593-1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12868-020-00593-1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

30th Annual Computational Neuroscience Meeting: CNS*2021–Meeting Abstracts

<span title="2021-12-21">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2awqvcobm5bw3bostcqrykczhe" style="color: black;">Journal of Computational Neuroscience</a> </i> &nbsp;
Currently, most functional models of neural activity are based on firing rates, while the most relevant signals for inter-neuron communication are spikes.  ...  within the constraints of biological networks.  ...  The spontaneous firing rate was 5 Hz for MFs, which evoked spontaneous spikes at a rate of 1.00 ± 0.12 Hz for GrCs, 7.6 ± 2.4 Hz for GoCs and 67 ± 32 for PCs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10827-021-00801-9">doi:10.1007/s10827-021-00801-9</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34931275">pmid:34931275</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8687879/">pmcid:PMC8687879</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/evpmmfpaivgpxdqpive5xdgmwu">fatcat:evpmmfpaivgpxdqpive5xdgmwu</a> </span>
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Dynamical principles in neuroscience

Mikhail I. Rabinovich, Pablo Varona, Allen I. Selverston, Henry D. I. Abarbanel
<span title="2006-11-14">2006</span> <i title="American Physical Society (APS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vavkwrlu65gx7bwpumdg7s4j6y" style="color: black;">Reviews of Modern Physics</a> </i> &nbsp;
Neural systems are, however, an unusual subject for nonlinear dynamics for several reasons: ͑i͒ Even the simplest neural network, with only a few neurons and synaptic connections, has an enormous number  ...  based on sensory inputs, the dynamical modeling of these systems has to explain the transformation of temporal information into combinatorial or combinatorial-temporal codes, and vice versa, for memory  ...  Each IO neuron is represented by a system of ordinary differential equations ͑ODEs͒, and the network is a set of these systems coupled through the electrical coupling currents I ec .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1103/revmodphys.78.1213">doi:10.1103/revmodphys.78.1213</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/koqrqbdcefeyzf43jx77don24a">fatcat:koqrqbdcefeyzf43jx77don24a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922014314/https://repositorio.uam.es/bitstream/handle/10486/662721/dynamical_rabinovich_RMP_2006.pdf?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/69/c8/69c8c6da7f9c68436d1724a8e1be6faaf3047747.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1103/revmodphys.78.1213"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> aps.org </button> </a>

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2

Leonid L. Rubchinsky, Sungwoo Ahn, Wouter Klijn, Ben Cumming, Stuart Yates, Vasileios Karakasis, Alexander Peyser, Marmaduke Woodman, Sandra Diaz-Pier, James Deraeve, Eliana Vassena, William Alexander (+473 others)
<span title="">2017</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hus553nnwfhsbi2wiivfjdwxru" style="color: black;">BMC Neuroscience</a> </i> &nbsp;
The model studies addressed this problem in the framework of neural-field mod- relies on sparse population codes and makes several detailed predic- els, a phenomenological coarse-grained  ...  In integrate-and-fire neurons and 0.3 billion synapses, and is thereby the this framework, temporal learning in the CC is thought to work as fol- network with the most connections simulated on  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12868-017-0371-2">doi:10.1186/s12868-017-0371-2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jkqnv4rvfvaj5g44xm5snzdqzy">fatcat:jkqnv4rvfvaj5g44xm5snzdqzy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719213227/https://hal.inria.fr/hal-01580190/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/08/65/0865d0b2a080978fcf028f52ed8c746f883a7b55.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12868-017-0371-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Dynamic Modulation of Local Population Activity by Rhythm Phase in Human Occipital Cortex During a Visual Search Task

Kai J. Miller, Dora Hermes, Christopher J. Honey, Mohit Sharma, Rajesh P. N. Rao, Marcel den Nijs, Eberhard E. Fetz, Terrence J. Sejnowski, Adam O. Hebb, Jeffrey G. Ojemann, Scott Makeig, Eric C. Leuthardt
<span title="">2010</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/adcuz6lgabeidhngmk32v7egkq" style="color: black;">Frontiers in Human Neuroscience</a> </i> &nbsp;
We present new methods to characterize the intensity and preferred phase of coupling between broadband power and band-limited rhythms, and to estimate the magnitude of rhythm-to-broadband modulation on  ...  In the θ and β ranges, the coupling of phase to broadband change is dynamic during visual processing, decreasing in some occipital areas and increasing in others, in a gyrally specific pattern.  ...  This is consistent with coarse-graining of phenomena at the single-neuron scale, where the timing of individual action potentials is preferentially locked to a specific phase of ongoing local field potential  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fnhum.2010.00197">doi:10.3389/fnhum.2010.00197</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/21119778">pmid:21119778</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC2990655/">pmcid:PMC2990655</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ae5pn6d37zcmbhqdo74nzfre7a">fatcat:ae5pn6d37zcmbhqdo74nzfre7a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107182139/https://escholarship.org/content/qt20w2v7tz/qt20w2v7tz.pdf?t=qhhf7j" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/04/cb/04cbf066c80156b89a98f77602432a6a25e87fd4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fnhum.2010.00197"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> frontiersin.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2990655" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Abstracts of the 13th Annual Meeting of Israel Society for Neuroscience

<span title="">2005</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7swofhydobailpabrdytoscy2a" style="color: black;">Neural Plasticity</a> </i> &nbsp;
To the best of our kflowl.edge this .is the first time that such high memory capacities are demonstrated in the asynchronous state ofmodels of spiking neurons.  ...  This principle can be applied to networks With Hebbian cell assexfiblies, leading to a high capacity of the. associative me.  ...  We checked proinflammatory cytokines profile at 2 and 4h after CHI using RT-PCR. b-actin served as  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/np.2005.1">doi:10.1155/np.2005.1</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/15940829">pmid:15940829</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC2565472/">pmcid:PMC2565472</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6yiorqangzffpo5b3mdytg5xhy">fatcat:6yiorqangzffpo5b3mdytg5xhy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200211161534/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC2565472&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b3/e3/b3e310a7dd135be75f74b6fa5d25de6e470525a3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/np.2005.1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2565472" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Neural network modeling of a dolphin's sonar discrimination capabilities

Whitlow W. L. Au, Lars N. Andersen, A. René Rasmussen, Herbert L. Roitblat, Paul E. Nachtigall
<span title="">1995</span> <i title="Acoustical Society of America (ASA)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hwn3tbm3t5cpnjcflcmmwnprc4" style="color: black;">Journal of the Acoustical Society of America</a> </i> &nbsp;
The sound field scattered by a smooth thin elastic shell immersed in fluid arises largely from specular reflection and acoustic-membrane coupling, unless both source and observer are located near or on  ...  Numerical results for this transform are presented along with a comparison to the STFT and the CWT. Modeling the separation of acoustical signals based on the simulation of spike firing patterns.  ...  Whale species were determined from the signal characteristics; the system includes a neural network for automated detection.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1121/1.413700">doi:10.1121/1.413700</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/7608403">pmid:7608403</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/m3nunzs4wfflhfl27n4shdn2n4">fatcat:m3nunzs4wfflhfl27n4shdn2n4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170923212246/http://orbit.dtu.dk/files/4415030/Andersen.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1121/1.413700"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>
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