![]() Second, 2-dimensional neuronal regions are fused into 3-dimensional neuron entities. First, potential neuronal regions from a stack of fluorescence images are detected by a deep learning algorithm. Here, we propose a cascade solution for long-term and rapid recognition of head ganglion neurons in a freely moving C. ![]() The constant motion and deformation of the nematode nervous system, however, impose a great challenge for consistent identification of densely packed neurons in a behaving animal. Advanced volumetric imaging methods and genetically encoded activity indicators have permitted a comprehensive characterization of whole brain activity at single neuron resolution in Caenorhabditis elegans.
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