The Neuroanatomical Ultrastructure and Function of a Biological Ring Attractor - Two color calcium imaging data
datasetposted on 23.10.2020, 01:47 by Turner-Evans Daniel
All two-color calcium imaging experiments are contained in this zip file. The directories are arranged first by cell type, then by the date of the experiment for that cell type. Each trial has its own .mat files, and each mat file features a matrix containing the raw DF/F signal at each time point for each region of interest (ROIaveMax) and a structure that contains the behavioral data (positionDat).
Analysis code can be found at https://github.com/DanTurner-Evans/BiologicalRingAttractor-Code
Related materials in the collection (https://doi.org/10.25378/janelia.c.5179721):
Neuron skeletons and synapses: https://doi.org/10.25378/janelia.12497756
One color calcium imaging data: https://doi.org/10.25378/janelia.12490373
Kir perturbation calcium imaging data: https://doi.org/10.25378/janelia.12490325
Shi perturbation calcium imaging data: https://doi.org/10.25378/janelia.12490313
Behavioral data for the perturbation experiments: https://doi.org/10.25378/janelia.12490070
Dataset supports the publication:
Turner-Evans, D. B., Jensen, K. T., Ali, S., Paterson, T., Sheridan, A., Ray, R. P., Wolff, T., Lauritzen, J. S., Rubin, G. M., Bock, D. D., & Jayaraman, V. (2020). The Neuroanatomical Ultrastructure and Function of a Biological Ring Attractor. Neuron, 108(1), 145-163.e10. https://doi.org/10.1016/j.neuron.2020.08.006
AbstractNeural representations of head direction (HD) have been discovered in many species. Theoretical work has proposed that the dynamics associated with these representations are generated, maintained, and updated by recurrent network structures called ring attractors. We evaluated this theorized structure-function relationship by performing electron-microscopy-based circuit reconstruction and RNA profiling of identified cell types in the HD system of Drosophila melanogaster. We identified motifs that have been hypothesized to maintain the HD representation in darkness, update it when the animal turns, and tether it to visual cues. Functional studies provided support for the proposed roles of individual excitatory or inhibitory circuit elements in shaping activity. We also discovered recurrent connections between neuronal arbors with mixed pre- and postsynaptic specializations. Our results confirm that the Drosophila HD network contains the core components of a ring attractor while also revealing unpredicted structural features that might enhance the network’s computational power.