Changes for page SGA2 SP3 UC003 - Temporal Structure in Recorded Ensemble Activity
Last modified by jfioril1 on 2022/05/23 22:36
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... ... @@ -4,19 +4,19 @@ 4 4 ((( 5 5 = Temporal Structure in Recorded Ensemble Activity = 6 6 7 -** Contribution toUse Case SGA2-SP3-003: Pipeline for analyzingthetemporal structure in recorded Ensemble Activity and related Systems Neuroscience data in association with behavior, cognitive processing and modeling**7 +**Use Case SGA2-SP3-003: Pipeline for analyzing Temporal structure in recorded Ensemble Activity and related Systems Neuroscience data in association with behavior, cognitive processing and modeling** 8 8 9 +To be discussed Author order, contributions,...: 10 + 9 9 Experiments: Julien Fiorilli^^2^^ 10 10 11 11 Implementation: Regimantas Jurkus^^1^^, Julien Fiorilli^^2^^, Pietro Marchesi^^2^^, Thijs Ruikes^^2^^ 12 12 13 -Lead: Michael Denker^^1^^, Sonja Grün^^1 ,3^^, Cyriel Pennartz^^2^^15 +Lead: Michael Denker^^1^^, Sonja Grün^^1^^, Cyriel Pennartz^^2^^ 14 14 15 15 ,,1) Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA-Institute Brain Structure-Function Relationships (INM-10), Jülich Research Centre, Jülich, Germany,, 16 16 17 17 ,,2) Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, Netherlands,, 18 - 19 -,,3) Theoretical Systems Neurobiology, RWTH Aachen University, Aachen, Germany,, 20 20 ))) 21 21 ))) 22 22 ... ... @@ -24,11 +24,12 @@ 24 24 ((( 25 25 (% class="col-xs-12 col-sm-8" %) 26 26 ((( 27 -== Synopsisof thisdemonstration==27 +== Demonstration of the analysis of electrophysiological data == 28 28 29 -This notebook, aimed at experimental and computational neuroscientists, demonstrates the principles of performing analysis of activity data on a complex dataset using the Neo and Elephant tools. We demonstrate the advantage of a common and shared data representation format for a challenging and complex electrophysiology dataset. Also, we showcase the first part of a pipeline for analysing for population-level data, including parallel spiking activity, paired with and behavioural and cognitive state variables. 29 +A notebook that demonstrates how to apply the pipeline to a complex dataset. 30 +\\The aim of this note-book is twofold. Firstly, we aim to demonstrate the advantage of a common and shared data representation format for a challenging and complex electrophysiology dataset. The second aim is to showcase the first part of a pipeline for analysing for population-level data, including parallel spiking activity, paired with and behavioural and cognitive state variables. 30 30 31 - Adetaileddescription isfound in theinteractiveJupyter notebook.32 +This Collab is aimed at experimental and computational neuroscientists interested in the usage of the Neo and Elephant tools in performing data analysis of spiking data. 32 32 33 33 == Executing the analysis notebook == 34 34 ... ... @@ -46,11 +46,11 @@ 46 46 47 47 == License == 48 48 49 -All text and example data in this collab is licensed under under a [[Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License>>url:https://creativecommons.org/licenses/by-nc-nd/4.0/]]. Software code is licensed under [[a modified BSD license>>https://opensource.org/licenses/BSD-3-Clause]]. 50 -Please note that the data in this Collab is preliminary and might therefore still contain inaccuracies in specific event timestamps. 50 +All text and example data in this collab is licensed under Creative Commons CC-BY 4.0 license. Software code is licensed under a modified BSD license. Please note that the data in this Collab is preliminary and might therefore still contain inaccuracies in event specific timestamps. 51 51 52 -[[image:88x31.png]] 52 +[[image:https://i.creativecommons.org/l/by/4.0/88x31.png||style="float:left"]] 53 53 54 +== == 54 54 55 55 == Acknowledgments == 56 56
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... ... @@ -1,1 +1,1 @@ 1 - Contributionto Use CaseSGA2-SP3-003: PipelineforanalyzingTemporalucturein recordedEnsembleActivityand relatedSystemsNeurosciencedatainassociationwithbehavior,cognitive processingand modeling1 +This collaboration space is created to showcase examples of the progress made for the SP3 Use Case 3, highlight the tools used and outline the next steps to be taken.