Dataset for "Hybrid Neural Networks in the Mushroom Body Drive Olfactory Preference in Drosophila"

Project Overview Our data integrated connectomic data from the hemibrain dataset and the FAFB dataset. The functional data comes from the DoOR database. The behavioral screening results are from Knaden et al., 2012. The codes for better access at: 1. https://github.com/cluster159/-Hybrid-Neural-Networks-in-the-Mushroom-Body-Drive-Olfactory-Preference-in-Drosophila 2. https://doi.org/10.5061/dryad.jh9w0vtnc Kindly unzip the file and place all folders into the main code directory. All referenced data is under the CC BY 4.0 license. References: Behavioral Data: Knaden, M., Strutz, A., Ahsan, J., Sachse, S., & Hansson, B. S. (2012). Spatial representation of odorant valence in an insect brain. Cell reports, 1(4), 392-399. Functional Data: Münch, D., & Galizia, C. G. (2016). DoOR 2.0-comprehensive mapping of Drosophila melanogaster odorant responses. Scientific reports, 6(1), 21841. Connectomic Data: Scheffer, L. K., Xu, C. S., Januszewski, M., Lu, Z., Takemura, S. Y., Hayworth, K. J., … & Plaza, S. M. (2020). A connectome and analysis of the adult Drosophila central brain. elife, 9, e57443. Zheng, Z., Li, F., Fisher, C., Ali, I. J., Sharifi, N., Calle-Schuler, S., … & Bock, D. D. (2022). Structured sampling of olfactory input by the fly mushroom body. Current Biology, 32(15), 3334-3349. Zheng, Z., Lauritzen, J. S., Perlman, E., Robinson, C. G., Nichols, M., Milkie, D., … & Bock, D. D. (2018). A complete electron microscopy volume of the brain of adult Drosophila melanogaster. Cell, 174(3), 730-743.