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      README.md

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README.md

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 # DEEPEN
 
-Data from the DEEPEN project that is used in the paper Bagur, Lebourg et al
+Here we provide a large dataset of neuronal responses in the mouse auditory system to a range of simple sounds. 
+This data is initially published in the paper Bagur, Lebourg et al
 
-Here we provide a large dataset of neuronal responses in the mouse auditory cortex to a range of simple sounds. 
 
 **The "Data" folder contains
 **
--  "Data_XX.mat' : one file with the responses all ROIs/units to all 140 sounds for each area 
--  "Clusters_XX.mat" : one file with the responses of the clustered ROIS from calcium imaging data go all 140 sounds
--  "AnatInfo_AC/ICE.mat" : localisation of each ROI from AC and ICE data 
--  "Correlation_Decoding.mat" : the results of core analysis from the paper, to accelerate plotting using the "BasicCorrelationDecodingAnalysis.mlx" code
+-  Data_XX.mat : one file with the responses all ROIs/units to all 140 sounds for each area 
+-  Clusters_XX.mat : one file with the responses of the clustered ROIS from calcium imaging data go all 140 sounds
+-  AnatInfo_AC/ICE.mat : localisation of each ROI from AC and ICE data 
+-  Correlation_Decoding.mat : the results of core analysis from the paper, to accelerate plotting using the "BasicCorrelationDecodingAnalysis.mlx" code
+
+**The "Codes" folder contains
+** matlab code showing how to access the data and illustrating how it is organized as well as code to perform basic population level analysis from Bagur, Lebourg et al, illustrating how to calculate noise-free correlation between popultion vectors