Decoding Temporal Features of Birdsong Through Neural Activity Analysis

Neural activity was recorded in the auditory pallium of adult zebra finches while they listened to unfamiliar conspecific songs. All archives are provided as .mat, .csv or .avi files to maximise cross-platform usability. 1 · Decoding Results LFP_Decoding_Results.zip: predictions of Events, Envelopes and Landmarks from local-field potentials.

MUAe_Decoding_Results.zip: identical analyses on multi-unit activity envelopes. LFP + MUAe_Decoding_Results.zip: performance obtained when LFP and MUAe feature vectors are concatenated. 2 · Single-Unit Responses Single_Unit_Response_To_Song_Playback.zip supplies spike trains and peri-stimulus time histograms for 423 well-isolated neurons, enabling cell-by-cell comparisons with the population-based decoders. 3 · SUMMARY TABLES (KEY DATASET) Summary_Results_Table.zip compiles the headline decoding statistics in three clearly labelled folders: LFP/ LFP_EventDetection.csv LFP_Env.csv LFP_EnvelopeLandmarks.csv MUAe/ MUAe_EventDetection.csv MUAe_Env.csv MUAe_EnvelopeLandmarks.csv Fusion (LFP_MUAe)/ Fusion_EventDetection.csv Fusion_Env.csv Fusion_EnvelopeLandmarks.csv Each file reports overall accuracy, Cohen kappa, syllable-level and silent-period accuracies, together with full metadata (Birds_Name, Sex_Birds, Song_Number, Depth_Record, etc.).